MATHEMATICS AND
THE IMAGINATION
MATHEMATICS and
the IMAGINATION
Edward Kasner and James Newman
With Drawings and Diagrams by Rufus Isaacs
LONDON; G. BELL AND SONS, LTD
ALL RIGHTS RESERVED
INCLUDING THE RIGHT OF REPRODUCTION
IN WHOLE OR IN PART IN ANY FORM
33247
British Edition first published 194^
ReprinUd /p 5 o, 1952, 1956, 19S9
PRINTED IN GREAT BRITAIN
BY JARROLD AND
SONS LIMITED, NORWICH
Xo R.G.
without whose selfless help
and understanding there would
have been no book.
ACKNOWLEDGMENT
We are indebted to many books, too many to enumerate.
Some of them are listed in the selected bibliography.
And we wish to acknowledge particularly the services of Mr.
Don Mittleman of Columbia University, whose help in prepa¬
ration of the manuscript has been generous and invaluable.
Table of Contents
Introduction
I. NEW NAMES FOR OLD
Easy words Jot hard ideas . . . Transcendental . . . Non-
simple curve . . . Simple curve . . . Simple group . . . Bolshe¬
viks and giraffes . . . Turbines. . . Turns and slides . . .
Circles and cycles . . . Patho-circles . . . Clocks . . . Hexagons
and parhexagons . . . Radicals, hyperradicals, and ultrarad¬
icals {nonpoliticaf) . . . New numbers for the nursery . . .
Googol and googolplex . . . Miracle of the rising book . . . The
mathescope.
II. BEYOND THE GOOGOL
Counting—the language of number . . . Counting, matching,
and '‘"‘Going to Jerusalem'" . . . Cardinal numbers . . . Cosmic
chess and googols . . . The sand reckoner . . . Mathematical
induction . . . The infinite and its progeny . . . ^eno . . . Puz¬
zles and quarrels . . . Bolzano . . . Galileo''s puzzle . . .
Cantor . . . Measuring the measuring rod. . . The whole is
no greater than some of its parts ... The first transfinite—
Alepho. . . Arithmetic Jot morons . . . Common sense hits a
snag . . . Cardinality oj the continuum , . . Extravagances oj
a mathematical madman . . . The tortoise unmasked . . .
Motionless motion ... Private life oJ a number ... The
house that Cantor built.
III. TT, i, e (pie)
Chinamen and chandeliers . .. Twilight oJ common sense . . .
TT, i, e . . . Squaring the circle and its cousins . . . Mathe¬
matical impossibility . . . Silk purse, sow''s ear, ruler and
compass . . , Rigor mortis . . . Algebraic equations and tran-
vii
Vlll
Contents
scendental numbers . . . Galois and Greek epidemics . . . Cube
duplicators and angle trisectors . . . Biography of tt . . .
Infancy: Archimedes^ the Bible^ the Egyptians . . . Adoles¬
cence: Vieta, Van Ceulen . . . Maturity: Wallis^ Newton,
Leibniz • • • Old Age: Base, Richter, Shanks . . . Victim of
schizophrenia . . . Boon to insurance companies . . . (e) . . .
Logarithms or tricks of the trade . . . Mr. Briggs is surprised
. . . Mr. Napier explains . . . Biography oft; or e, the bank¬
er's boon . . . Pituitary gland of mathematics: the exponential
function . . . (i) . . . Humpty Dumpty, Doctor of Semantics
. . . Imaginary numbers . . . The y/- 1, or Where am /?”
• • • Biography of i, the self-made amphibian . . . Omar
Khayyam, Cardan, Bombelli, and Gauss . . . i and Soviet
Russia . . . Program music of mathematics . . . Breakfast in
bed; or, How to become a great mathematician . . . Analytic
geometry . . . Geometric representation of \. . . Complex plane
. . . A famous formula, faith, and humility.
IV.
ASSORTED GEOMETRIES—PLANE AND FANCY
The talking fish and St. Augustine ... A new alphabet . . .
High priests and mumbo jumbo . . . Pure and applied mathe¬
matics . . . Euclid and Texas . . . Mathematical tailors . . .
Geometry a game . . . Ghosts, table-tipping, and the land of
the dead . . . Fourth-dimension flounders . . . Henry More to
the rescue . . . Fourth dimension—a new gusher . . . A cure
for arthritis . . . Syntax suffers a setback . . . The physicisCs
delight ... Dimensions and manifolds . . . Distance formulae
■ - . Scaling blank walls . . . Four-dimensional geometry de¬
fined , . . Moles and tesseracts . . . A four-dimensional fancy
. Romance of flatland . . . Three-dimensional cats and two-
dimensional kings . . . Gallant Gulliver and the gloves . . .
Beguiling voices and strange footprints . . . Non-Euclidean
geometry . . . Space credos and millinery . . . Private and
public space . . . Rewriting our textbooks ...The prince and
the Bofthiam ...The flexible flfth ... The mathematicians
unite nothing to lose but their chains . . . Lobachevsky breaks
u link . . . Riemann breaks another . . . Checks and double
checks in nrathematics ...The tractnx and the psendosphere
■ . . Great circles and bears ...The skeptic persists-and ts
I
Contents
IX
stepped on . . . Geodesics. . . Seventh Day Adventists . . .
Curvature . . . Lobachevskian Eiffel Towers and Riemannian
Holland Tunnels.
V. PASTIMES OF PAST AND PRESENT TIMES 1 56
Puzzle acorns and mathematical oaks . . . Charlemagne and
crossword puzzles . . . Mark Twain and the “farmer's daugh¬
ter" . . . The syntax of puzzles . . . Carolyn Flaubert and the
cabin boy . . . A wolf^ a goat, and a head of cabbage . . .
Brides and cuckolds . . . Til be switched . . . Poisson, the mis¬
fit.. . High finance; or. The international beer wolf . . .
Lions and poker players . . . The decimal system . . . Casting
out nines . . . Buddha, God, and the binary scale . . . The
march of culture; or, Russia, the home of the binary system . . .
The Chinese rings . . . The tower of Hanoi. . . The ritual of
Benares: or, Charley horse in the Orient. . . Nim, Sissa Ben
Dahir, and Josephus . . . Bismarck plays the boss . . . The 15
puzzle plague . . . The spider and the fly ... A nightmare of
relatives . . . The magic square . . . Take a number from 1 to
10 . . . Fermat's last theorem . . . Mathematics' lost legacy.
VI. PARADOX LOST AND PARADOX REGAINED 193
Great paradoxes and distant relatives . . . Three species of par¬
adox . . . Paradoxes strange but true . . . Wheels that move
faster on top than on bottom . . . The cycloid family . . . The
curse of transportation; or. How locomotives can't make up
their minds . . . Reformation of geometry . . . Ensuing troubles
. . . Point sets—the Arabian Nights of mathematics . . .
Hausdorff spins a tall tale . . . Messrs. Banach and Tarski
rub the magic lamp . . . Baron Munchhausen is stymied by a
pea . . . Mathematical fallacies . . . Trouble from a bubble;
or, Dividing by zero . . . The infinite—troublemaker par ex¬
cellence . . . Geometrical fallacies . . . Logical paradoxes—the
folk tales of mathematics . . . Deluding dialectics of the poacher
and the prince; of the introspective barber; of the number
111777; of this book and Confucius; of the Hon. Bertrand
Russell. . . Scylla and Charybdis; or, What shall poor mathe-
mathics do?
X
Contents
VII. CHANCE AND CHANCEABILITY 223
The clue of the billiard cue ... A little chalk, a lot of talk . . .
Watson gets his leg pulled by probable inference . . . Finds it
all absurdly simple . . . Passionate oysters, waltzing ducks,
and the syllogism . . . The twilight of probability . . . Inter^
esting behavior of a modest coin . . . Biological necessity and a
pair of dice . . . What is probability? ... A poll of views: a
meteorologist, a bootlegger, a bridge player . . . The subjective
view—based on insufficient reason, contains an element of truth
. . . The jackasses on Afars . . . The statistical view . . .
What happens will probably happen . . . Experimental euryth-
mics; or, Pitching pennies . . . Relative frequencies . . . The
adventure of the dancing men . . . Scheherezode and John
Wilkes Booth—a challenge to statistics . . . The red and the
black . . . Charles Peirce predicts the weather . . . How far is
^''away'’'’? . . . Herodotus explains . . . The calculus of chance
... The benefits of gambling . . . De Mere and Pascal . . .
Mr. Jevons omits an acknowledgment . . . The study of craps
the very guide of life . . . Dice, pennies, permutations, and
combinations . . . Measuring probabilities . . . D'Alembert
drops the ball . . . Count Buffon plays with a needle . . . The
point ... A black ball and a white ball ... The binomial
theorem . . . The calculus of probability re-examined . . .
Found to rest on hypothesis . . . Laplace needs no hypothesis
. . . Twits Napoleon, who does . . . The Marquis de Condorcet
has high hopes . . . M.le Marquis omits a factor and loses his
head . . . Fourier of the Old Guard ... Dr. Darwin of the
New . . . The syllogism scraps a standby . . . Mr. Socrates
may not die .. . Ring out the old logic, ring in the new.
VIII. RUBBER-SHEET GEOMETRY 265
Seven bridges over a stein of beer .. . Euler shivers . . . Is
warmed by news from home . . . Invents topology . . . Dis¬
solves the dilemma of Sunday strollers . . . Babies' cribs and
Pythagoreans . . . Taltsmen and queer figures . . . Position is
everything m topology ...Da Vinci' and Dali . . . Invariants
. ..Transformations ...The immutable derby . . . Com¬
petition for the cahpk's cup; or. Sifting out the suitors by
Contents
XI
science . . . Mr. Jordan's theorem . . . Only seems idiotic . . .
Dejormed circles . . . Odd facts concerning Times Square and
a balloonist's head . . . Eccentric deportment of several dis¬
tinguished gentlemen at Princeton . . . Their passion for pret¬
zels . . . Their delving in doughnuts . . . Enforced modesty of
readers and authors . . . The ring . . . Lachrymose recital
around a Pans pissoir . . . “ Who staggered how many times
around the walls of what?" . . . In and out the doughnut . . .
Gastric surgery—from doughnut to sausage in a single cut . . .
^/-dimensional pretzels . . . The Mobius strip . . . Just as
black as it is painted . . . Foments industrial discontent . . .
Never takes sides . . . Bane of painter and paintpot alike . . .
The iron rings . . . Mathematical cotillion; or., How on earth
do I get rid of my partner? . . . Topology—the pinnacle of
perversity; or, Removingyour vest without your coat . . . Down
to earth—map coloring . . . Four-color problem . . . Euler's
theorem . . . The simplest universal law . . . Brouwer's puz¬
zle .. . The search for invariants.
IX. CHANGE AND CHANGEABILITY 299
The calculus and cement . . . Meaning of change and rate of
change . . . ^eno and the movies . . . '‘‘‘Flying Arrow" local —
stops at all points . . . Geometry and genetics . . . The arith¬
metic men dig pits . . . Lamentable analogue of the boomerang
. . . History of the calculus . . . Kepler . . . Fermat . . .
Story of the great rectangle . . . Newton and Leibniz • • •
Archimedes and the limit . . . Shrinking and swelling; or,
“ Will the circle go the limit?" . . . Brief dictionary of mathe¬
matics and physics . . . Military idyll; or. The speed of the
falling bomb . . . The calculus at work . . . The derivative
. . . Higher derivatives and radius of curvature . . . Laudable
scholarship of automobile engineers . . . The third derivative
as a shock absorber . . . The derivative finds its male . . .
Integration . . . Kepler and the bungholes . . . Measuring
lengths; or. The yawning regress . . . Methods of approx¬
imation . . . Measuring areas under curves . . . Method of
rectangular strips . . . The definite S • • • Indefinite J' . . .
One the inverse of the other . . . The outline of history and the
descent of man: or, y = e^ . . . Sickly curves and orchidaceous
XU
Contents
ones . . . The snowflake . . . Inflnite perimeters and postage
stamps . . . Anti-snowflake . . . Super-colossal pathological
specimen—the curve that fills space . . . The unbelieveable
crisscross.
EPILOGUE. MATHEMATICS AND THE IMAGINATION
357
Introduction
The fashion in books in the last decade or so has turned increas¬
ingly to popular science. Even newspapers^ Sunday supplements
and magazit^s have given space to relativity^ atomic physics^
and the newest marvels of astronomy and chemistry. Symptomatic
as this is of the increasing desire to know what happens in
laboratories and observatories, as well as in the awe-inspiring
conclaves of scientists and mathematicians, a large part of
modern science remains obscured by an apparently impenetrable
veil of mystery. The feeling is widely prevalent that science,
like magic and alchemy in the Aiiddle Ages, is practiced and
can be understood only by a small esoteric group. The mathema¬
tician is still regarded as the hermit who knows little of the ways
of life outside his cell, who spends his time compounding incredible
and incomprehensible theories in a strange, clipped, unintelligible
jargon.
Nevertheless, intelligent people, weary of the nervous pace of
their own existence—the sharp impact of the happenings of the
day—are hungry to learn of the accomplishments of more leisurely,
contemplative lives, timed by a slower, more deliberate clock
than their own. Science, particularly mathematics, though it
seems less practical and less real than the news contained in the
latest radio dispatches, appears to be building the one permanent
and stable edifice in an age where all others are either crumbling
or being blown to bits. This is not to say that science has not
also undergone revolutionary changes. But it has happened
quietly and honorably. That which is no longer useful has been
rejected only after mature deliberation, and the building has been
reared steadily on the creative achievements of the past.
• • •
xm
xiv Introduction'
ThuSy in a certain sense, the popularization oj science is a
duty to be performed, a duty to give courage and comfort to the
men and women of good will everywhere who are gradually losing
their faith in the life of reason. For most of the sciences the veil
of mystery is gradually being torn asunder. Mathematics, in
large measure, remains unrevealed. What most popular books on
mathematics have tried to do is either to discuss it philosophically,
or to make clear the stuff once learned and already forgotten.
In this respect our purpose in writing has been somewhat
different. ^‘Haute vulgarisation*' is the term applied by the
French to that happy result which neither offends by its condescen¬
sion nor leaves obscure in a mass of technical verbiage. It has
been our aim to extend the process of '■'■haute vulgarisation" to
those outposts of mathematics which ate mentioned, if at all,
only in a whisper; which are referred to, if at all, ordy by name;
to show by its very diversity something of the character of
mathematics, of its bold, untrammeled spirit, of how, as both
an art and a science, it has continued to lead the creative faculties
beyond even imagination and intuition. In the compass of so
brief a volume there can only be snapshots, not portraits. Yet, it
is hoped that even in this kaleidoscope there may be a stimulus
to further interest in and greater recognition of the proudest queen
of the intellectual world.
MATHEMATICS AND
THE IMAGINATION
I tuill not go so Jar as to say that to construct a history
of thought without profound study of the mathematical
ideas of successive epochs is like omitting Hamlet from the
play which is named after him. That would be claiming
too much. But it is certainly analogous to cutting out the
part of Ophelia. This simile is singularly exact. For
Ophelia is quite essential to the play, she is very charm¬
ing,—and a little mad. Let us grant that the pursuit of
mathematics is a divine madness of the hutnan spirit, a
refuge from the goading urgency of contingent happenings.
-ALFRED NORTH WHITEHEAD,
Science and the Modern World.
New Names for Old
For out of aide feldeSy as men seithy
Cometh al this newe corn fro yeer to yere;
And out of olde bakes, in good feith,
Cometh al this newe science that men lere.
—CHAUCER
Every once in a while there is house cleaning in mathe¬
matics. Some old names are discarded, some dusted off
and refurbished; new theories, new additions to the
household are assigned a place and name. So what our
title really means is new words in mathematics; not new
names, but new words, new terms which have in part
come to represent new concepts and a reappraisal of old
ones in more or less recent mathematics. There are surely
plenty of words already in mathematics as well as in other
subjects. Indeed, there are so many words that it is even
easier than it used to be to speak a great deal and say
nothing. It is mostly through words strung together like
beads in a necklace that half the population of the world
has been induced to believe mad things and to sanctify
mad deeds. Frank Vizetelly, the great lexicographer,
estimated that there are 800,000 words in use in the
English language. But mathematicians, generally quite
modest, are not satisfied with these 800,000; let us give
them a few more.
We can get along without new names until, as we ad¬
vance in science, we acquire new ideas and new forms.
3
2
4 Mathematics and the Imagination
A peculiar thing about mathematics is that it does not
use so many long and hard names as the other sciences.
Besides, it is more conservative than the other sciences
in that it clings tenaciously to old words. The terms
used by Euclid in his Elements are current in geometry
today. But an Ionian physicist would find the terminol¬
ogy of modern physics, to put it colloquially, pure Greek.
In chemistry, substances no more complicated than
sugar, starch, or alcohol have names like these: Meth-
ylpropenylenedihydroxycinnamenylacrylic acid, or, 0-
anhydrosulfaminobenzoine, or, protocatcchuicaldehyde-
methylene. It would be inconvenient if we had to use such
terms in every'day conversation. Who could imagine
even the aristocrat of science at the breakfast table asking,
Please pass the O-anhydrosulfaminobenzoic acid,”
when all he wanted was sugar for his coffee? Biology also
has some tantalizing tongue twisters. The purpose of
these long words is not to frighten the exoteric, but to
describe with scientific curtness what the literary man
would take half a page to express.
In mathematics there are many easy words like
group, “family,” “ring,” “simple curve,” “limit,” etc.
But these ordinary words are sometimes given a very
peculiar and technical meaning. In fact, here is a booby-
prize definition of mathematics: Mathematics is the science
which uses easy words for hard ideas. In this it differs from
any other science. There are 500,000 known species of
insect and every one has a long Latin name. In math¬
ematics we are more modest. We talk about “fields,”
“groups,” “families,” “spaces,” although much more
meaning is attached to these words than ordinary con¬
versation implies. As its use becomes more and more
technical, nobody can guess the mathematical meaning
New Names for Old ^
of a word any more than one could guess that a “drug
store ’ is a place where they sell ice-cream sodas and
umbrellas. No one could guess the meaning of the word
“group” as it is used in mathematics. Yet it is so impor¬
tant that whole courses are given on the theory of
‘ groups,” and hundreds of books are written about it.
Because mathematicians get along with common words,
many amusing ambiguities arise. For instance, the word
“function” probably expresses the most important idea
in the whole history of mathematics. Yet, most people
hearing it would think of a “function” as meaning an
evening social affair, while others, less socially minded,
would think of their livers. The word “function” has
at least a dozen meanings, but few people suspect the
mathematical one. The mathematical meaning (which
we shall elaborate upon later) is expressed most simply
by a table. Such a table gives the relation between two
variable quantities when the value of one variable quan¬
tity is determined by the value of the other. Thus, one
variable quantity may express the years from 1800 to
1938, and the other, the number of men in the United
States wearing handle-bar mustaches; or one variable
may express in decibels the amount of noise made by a
political speaker, and the other, the blood pressure units
of his listeners. You could probably never guess the mean¬
ing of the word “ring” as it has been used in mathematics.
It was introduced into the newer algebra within the last
twenty years. The theory of rings is much more recent
than the theory of groups. It is now found in most of the
new books on algebra, and has nothing to do with cither
matrimony or bells.
Other ordinary words used in mathematics in a pe¬
culiar sense are “domain,” “integration,” “differentia-
6
Mathematics and the Imagination
tion.” The uninitiated would not be able to guess what
they represent; only mathematicians would know about
them. The word “transcendental” in mathematics has
not the meaning it has in philosophy. A mathemati¬
cian would say: The number tt, equal to 3.14159 . . . ,
is transcendental, because it is not the root of any alge¬
braic equation with integer coefficients.
Transcendental is a very exalted name for a small
number, but it was coined when it was thought that
transcendental numbers were as rare as quintuplets.
The work of Georg Cantor in the realm of the infinite
has since proved that of all the numbers in mathematics,
the transcendental ones are the most common, or, to
use the word in a slighdy different sense, the least tran¬
scendental. We shall talk of this later when we speak of
another famous transcendental number, e, the base of
the natural logarithms. Immanuel Kant’s “transcen¬
dental epistemology” is what most educated people
might think of when the word transcendental is used,
but in that sense it has nothing to do with mathematics.
Again, take the word “evolution,” used in mathematics
to denote the process most of us learned in elementary
school, and promptly forgot, of extracting square roots,
cube roots, etc. Spencer, in his philosophy, defines
evolution as ‘ an integration of matter, and a dissipation
of motion from an indefinite, incoherent homogeneity
to a definite, coherent heterogeneity,” etc. But that,
formnately, has nothing to do with mathematical evo¬
lution either. Even in Tennessee, one may extract square
roots without running afoul of the law.
As \'. e see, mathematics uses simple words for com¬
plicated ideas. An example of a simple word used in a
complicated way is the word “simple.” “Simple curve”
New Names jor Old 7
and “simple group” represent important ideas in higher
mathematics.
The above is not a simple curve. A simple curve is a
closed curve which does not cross itself and may look like
Fig. 2. There are many important theorems about such
figures that make the word worth while. Later, we are
FIG. 2
going to talk about a queer kind of mathematics called
“ntbber-sheet geometry,” and will have much more to
say about simple curves and nonsimple ones. A French
mathematician^ Tordan. gave the fundamental theorem:
every simple curve has one inside and one outside. That
is, every simple curve divides the plane into two regions,
one inside the curve, and one outside.
There are some groups in mathematics that arc
“simple” groups. The definition of “simple group” is
really so hard that it cannot be given here. If we wanted
to get a clear idea of what a simple group was, we should
8 Mathematics and the Imagination
probably have to spend a long time looking into a great
many books, and then, without an extensive mathemat¬
ical background, we should probably miss the point.
First of all, we should have to define the concept “group.”
Then we should have to give a definition of subgroups,
and then of self-conjugate subgroups, and then we should
be able to tell what a simple group is. A simple group
is simply a group without any self-conjugate subgroups—
simple, is it not?
Mathematics is often erroneously referred to as the
science of common sense. Actually, it may transcend
common sense and go beyond either imagination or
intuition. It has become a very strange and perhaps
frightening subject from the ordinary point of view, but
anyone who penetrates into it will find a veritable fairy¬
land, a fairyland which is strange, but makes sense, if
not common sense. From the ordinary point of view
mathematics deals with strange things. We shall show
you that occasionally it does deal with strange things,
but mostly it deals with familiar things in a strange way.
If you look at yourself in an ordinary mirror, regardless
of your physical attributes, you may find yourself amus-
ing, but not strange; a subway ride to Coney Island, and
a glance at yourself in one of the distorting mirrors will
convince you that from another point of view you may be
strange as well as amusing. It is largely a matter of what
you arc accustomed to. A Russian peasant came to Mos¬
cow for the first time and went to see the sights. He went
to the zoo and saw the giraffes. You may find a moral in
his reaction as plainly as in the fables of La Fontaine.
“Look/’ he said, “at what the Bolsheviks have done to
our horses.” That is what modern mathematics has done
to simple geometry and to simple arithmetic.^
New Names for Old 9
There are other words and expressions, not so familiar,
which have been invented even more recently. Take,
for instance, the word “turbine.’* Of course, that is
already used in engineering, but it is an entirely new
word in geometry. The mathematical name applies to
a certain diagram. (Geometry, whatever others may
think, is the study of different shapes, many of them very
beautiful, having harmony, grace and symmetry. Of
course, there are also fat books written on abstract geom¬
etry, and abstract space in which neither a diagram nor
a shape appears. This is a very important branch of
mathematics, but it is not the geometry studied by the
Egyptians and the Greeks. Most of us, if we can play
chess at all, are content to play it on a board with wooden
\ U / /
/ / M \
FIG. 3.—Turbines.
chess pieces; but there are some who play the game
blindfolded and without touching the board. It might
be a fair analogy to say that abstract geometry is like
blindfold chess—it is a game played without concrete
objects.) Above you see a picture of a turbine, in fact, two
of them.
A turbine consists of an infinite number of “elements”
filled in continuously. An element is not merely a point;
I o Mathematics and the Imagination
it is a point with an associated direction—like an iron
filing. A turbine is composed of an infinite number of
these elements, arranged in a peculiar way: the points
must be arranged on a perfect circle, and the inclination
of the iron filings must be at the same angle to the circle
throughout. There are thus, an infinite number of ele¬
ments of equal inclination to the various tangents of
the circle. In the special case where the angle between
the direction of the element and the direction of the
circle is zero, what would happen? The turbine would
be a circle. In other words, the theory of turbines is a
generalization of the theory of the circle. If the angle
is ninety degrees, the elements point toward the center
of the circle. In that special case we hav^ a normal
turbine (see left-hand diagram).
There is a geometry of turbines, instead of a geometry
of circles. It is a rather technical branch of mathematics
which concerns itself with working out continuous groups
of transformations connected with differential equations
and differential geometry. The group connected with
the turbine bears the rather odd name of “turns and
slides.”
♦
The circle is one of the oldest figures in mathematics.
The straight line is the simplest line, but the circle is
the simplest nonstraight line. It is often regarded as the
limit of a polygon with an infinite number of sides. You
can see for yourself that as a series of polygons is inscribed
in a circle with each polygon having more sides than its
predecessor, each polygon gets to look more and more
like a circle.^
The Greeks were already familiar with the idea that
as a regular polygon increases in the number of its sides,
New Names for Old 11
it differs less and less from the circle in which it is in¬
scribed. Indeed, it may well be that in the eyes of an
omniscient creature, the circle would look like a polygon
with an infinite number of straight sides. ^ However, in
the absence oi complete omniscience, we shall continue
FIG. 4.—The circle as the limit of inscribed polygons.
to regard a circle as being a nonstraight line. There are
some interesting generalizations of the circle when it
is viewed in this way. There is, for example, the concept
denoted by the word “cycle,” which was introduced by
a French mathematician, Laguerre. A cycle is a circle
with an arrow on it, like this:
If you took the same circle and put an arrow on it in
the opposite direction, it would become a different cycle.
The Greeks were specialists in the art of posing prob-
12 Mathematics and the Imagination
lems which neither they nor succeeding generations of
mathematicians have ever been able to solve. The three
most famous of these problems—the squaring of the
circle, the duplication of the cube, and the trisection of
an angle—we shall discuss later. Many well-meaning,
self-appointed, and self-anointed mathematicians, and
a motley assortment of lunatics and cranks, knowing
neither history nor mathematics, supply an abundant
crop of “solutions” of these insoluble problems each year.
However, some of the classical problems of antiquity
have been solved. For example, the theory of cycles was
used by Laguerre in solving the problem of Apollonius:
given three fixed circles, to find a circle that touches
them all. It turns out to be a matter of elementary high
New Names Jor Old 13
school geometry, although it involves ingenuity, and
any brilliant high school student could work it out. It
has eight answers, as shown in Fig. 6(a).
They can all be constructed with ruler and compass,
and many methods of solution have been found. Given
three circles^ there will be eight circles touching all of them.
Given three cycles^ however, there will be only one cycle
that touches them all. (Two cycles are said to touch each
other only if their arrows agree in direction at the point
of contact.) Thus, by using the idea of cycles, we have
one definite answer instead of eight. Laguerre made
the idea of cycles the basis of an elegant theory.
FIG. 6(b). —The eight solutions of Appolonius
merged into one diagram.
Another variation of the circle introduced by the emi¬
nent American mathematician, C. J. Keyser, is obtained
by taking a circle and removing one point.^ This creates
a serious change in conception. Keyser calls it “a patho-
circle,” (from pathological circle). He has used it in
discussing the logic of axioms.
14 Mathematics and the Imagination
We have made yet another change in the concept of
circle, which introduces another word and a new di¬
agram. Take a circle and instead of leaving one point
out, simply emphasize one point as the initial point.
This is to be called a “clock.’’ It has been used in the
theory of polygenic functions. “Pplygeiiic” is a word
recently introduced into the theory of complex functions
—about 1927. There was an important word, “mono¬
genic,” introduced in the nineteenth century by the
famous French mathematician, Augustin Cauchy, and
used in the classical theory of functions. It is used to
denote functions that have a single derivative at a point,
as in the differential calculus. But most functions, in the
complex domain, have an infinite number of derivatives
at a point. If a function is not monogenic, it can never
be bigenic, or trigenic. Either the derivative has one
value or an infinite number of values—either monogenic
or polygenic, nothing intermediate. Monogenic means
one rate of growth. Polygenic means many rates of
growth. The complete derivative of a polygenic function
is represented by a congruence (a double infinity) of
clocks, all with different starting points, but with the
same uniform rate of rotation. It would be useless to
attempt to give a simplified explanation of these con¬
cepts. (The neophyte will have to bear with us over a
few intervals like this for the sake of the more experienced
mathematical reader.)
New Names jor Old
The going has been rather hard in the last paragraph,
and if a few of the polygenic seas have swept you over¬
board, we shall throw you a hexagonal life preserver.
We may consider a very simple word that has been intro¬
duced in elementary geometry to indicate a certain kind
of hexagon. The word on which to fix your attention is
‘"parhexagon.” An ordinary hexagon has six arbitrary
sides. A parhexagon is that kind of hexagon in which
any side is both equal and parallel to the side opposite
to it (as in Fig, 7).
If the opposite sides of a quadrilateral are equal and
parallel, it is called a parallelogram. By the same rea¬
soning that we use for the word parhexagon, a parallelo¬
gram might have been called a parquadrilateral.
Here is an example of a theorem about the parhex¬
agon: take any irregular hexagon, not necessarily a
parhexagon, ABCDEF. Draw the diagonals AC, BD,
CE, DF, EA, and FB, forming the six triangles, ABC,
BCD, CDE, DEF, EFA, and FAB. Find the six centers
of gravity, A', B', C', D', E', and F' of these triangles.
(The center of gravity of a triangle is the point at which
the triangle would balance if it were cut out of cardboard
and supported only at that point; it coincides with the
D
FIG. -ABCDEF \s an irregular hexagon. A'B'
C'D'E'F' is a parhexagon.
16 Mathematics and the Imagination
point of intersection of the medians.) Draw A'B', B'C',
C'D', D'E', E'F', and F'A'. Then the new inner hex¬
agon A'B'C'D'ET' will always be a parhexagon.
The word radical, favorite call to arms among Repub¬
licans, Democrats, Communists, Socialists, Nazis, Fas¬
cists, Trotskyites, etc., has a less hortatory and bellicose
character in mathematics. For one thing, everybody
knows its meaning: i.e., square root, cube root, fourth
root, fifth root, etc. Combining a word previously de¬
fined with this one, we might say that the extraction of a
root is the evolution of a radical. The square root of 9 is
3; the square root of 10 is greater than 3, and the most
famous and the simplest of all square roots, the first in¬
commensurable number discovered by the Greeks, the
square root of 2, is 1.414. . . There are also composite
radicals—expressions like \/7 + "V^IO. The symbol for a
radical is not the hammer and sickle, but a sign three or
four centuries old, and the idea of the mathematical
radical is even older than that. The concept of the
‘‘hypcrradical,” or “ultraradical,” which means some¬
thing liigher than a radical, but lower than a transcen¬
dental, is of recent origin. It has a symbol which we shall
see in a moment. First, we must say a few words about
radicals in general. There are certain numbers and
functions in mathematics which are not expressible in
the language of radicals and which are generally not
well understood. Many ideas for which there are no
concrete or diagrammatic representations are difficult to
explain. Most people find it impossible to think without
words; it is necessary to give them a word and a symbol
to pin their attention. Hyperradical or ultraradical, for
which hitherto there have been neither words, nor sym¬
bols, fall into this category.
New Names Jor Old
We first meet these ultraradicals, not in Mexico City,
but in trying to solve equations of the fifth degree. The
Egyptians solved equations of the first degree perhaps
4000 years ago. That is, they found that the solution
of the equation ax b = 0^ which is represented in
geometry by a straight line, is x = —. The quadratic
equation ax^ + ix- + c = 0 was solved by the Hindus and
V
the Arabs with the formula x
— ^ ± \/b^ — 4ac
2a
The various conic sections, the circle, the ellipse, the
parabola, and the hyperbola, are the geometric pictures
of quadratic equations in two variables.
Then in the sixteenth century the Italians solved the
equations of third and fourth degree, obtaining long
formulas involving cube roots and square roots. So that
by the year 1550, a few years before Shakespeare was
born, the equation of the first, second, third, and fourth
degrees had been solved. Then there was a delay of 250
years, because mathematicians were struggling with the
equation of the fifth degree—the general quintic. Finally,
at the beginning of the nineteenth century, Ruffi ni and
Abel showed that equations of the fifth degree couTd not
be solved with radicals. The general quintic is thus not
like the general quadratic, cubic or biquadratic. Never¬
theless, it presents a problem in algebra which theoret¬
ically can be solved by algebraic functions. Only, these
functions are so hard that they cannot be expressed by
the symbols for radicals. TThese new higher things are
FIG. 9.—A portrait of two radicals.
18 Mathematics and the Imagination
named “ultraradicals,” and they too have their special
symbols (shown in Fig. 9).
With such symbols combined with radicals, we can
solve equations of the fifth degree. For example, the
solution of -j- X = a may be written x =
X = Jo". The usefulness of the special symbol and
name is apparent. Without them the solution of the
quintic equation could not be compactly expressed.
+
We may now give a few ideas somewhat easier than
those with which we have thus far occupied ourselves.
These ideas were presented some time ago to a number
of children in kindergarten. It was amazing how well
they understood everything that was said to them. In¬
deed, it is a fair inference that kindergarten children
can enjoy lectures on graduate mathematics as long as
the mathematical concepts are clearly presented.
It was raining and the children were asked how many
raindrops would fall on New York. The highest answer
was 100. They had never counted higher than 100 and
what they meant to imply when they used that number
was merely something very, very big—as big as they
could imagine. They were asked how many raindrops
hit the roof, and how many hit New York, and how many
single raindrops hit all of New York in 24 hours. They
soon got a notion of the bigness of these numbers even
though they did not know the symbols for them. They
were certain in a little while that the number of rciindrops
was a great deal bigger than a hundred. They were asked
to think of the number of grains of sand on the beach at
Coney Island and decided that the number of grains of
sand and the number of raindrops were about the same.
But the important thing is that they realized that the
New Names for Old i g
number \wa.s finite^ not infinite. In this respect they showed
their distinct superiority over many scientists who to
this day use the word infinite when they mean some big
number, like a billion billion.
Counting, something such scientists evidently do not
realize, is a precise operation.* It may be wonderful
but there is nothing vague or mysterious about it. If
you count something, the answer you get is either per¬
fect or all wrong; there is no half way. It is very much like
catching a train. You either catch it or vou miss it, and
if you miss it by a split second you might as well have
come a week late. There is a famous quotation which
illustrates this:
“Oh, the little more, and how much it is!
And the little less, and what worlds away!”
A big number is big, but it is definite and it is finite.
Of course in poetry, the finite ends with about three
thousand; any greater number is infinite. In many poems,
the poet will talk to you about the infinite number of
stars. But, if ever there was a hyperbole, this is it, for
nobody, not even the poet, has ever seen more than three
thousand stars on a clear night, without the aid of a
telescope.
With the Hottentots, infinity begins at three.t Ask
a Hottentot how many cows he owns, and if he has more
than three he’ll say “many.” The number of raindrops
♦ No one would say that 1 + 1 is "about equal to 2.” It is just as
silly to say that a billion billion is not a finite number, simply because
It IS big. Any number which may be named, or conceived of in icrins
ol (he integers is finite. Infinite means something quite different, as we shall
see in ihe chapter on the
^ in all fairness, it must be pointed out that some of the
tribes of the Belgian Congo can count to a million and beyond.
3
20 Mathematics and the Imagination
falling on New York is also “many.” It is a large finite
number, but nowhere near infinity.
Now here is the name of a very large number; “Goo-
gol.”* Most people would say, “A googol is so large
that you cannot name it or talk about it; it is so large
that it is infinite.” Therefore, we shall talk about it,
explain exactly what it is, and show that it belongs to
the very same family as the number 1.
A googol is this number which one of the children in
the kindergarten wrote on the blackboard:
100000000000000000000000000000000000000000000000
000000000000000000000000000000000000000000000000
00000
The definition of a googol is: 1 followed by a hundred
zeros. It was decided, after careful mathematical re¬
searches in the kindergarten, that the number of rain¬
drops falling on New York in 24 hours, or even in a year -
or in a century, is much less than a googol. Indeed, the
googol is a number just larger than the largest numbers
that are used in physics or astronomy. All those numbers
require less than a hundred zeros. This information is,
of course, available to everyone, but seems to be a great
secret in many scientific quarters.
A very distinguished scientific publication recently
came forth with the revelation that the number of snow
crystals necessary to form the ice age wais a billion to the
billionth power. This is very startling and also very silly.
A billion to the billionth power looks like this:
lOOOOOOOOO^ooo^ooooo^
A more reasonable estimate and a somewhat smaller
number would be 10^®. As a matter of fact, it has been
estimated that if the entire universe, which you will con-
• Not even approximately a Russian author.
ft
Lihtmn
21
New Names for Old
cede is a trifle larger than the earth, were filled with
protons and electrons, so that no vacant space remained,
the total number of protons and electrons would be
10 (i*c*) 10 with 110 zeros after it). Unfortunately,
as soon as people talk about large numbers, they run
amuck. They seem to be under the impression that since
zero equals nothing, they can add as many zeros to a
number as they please with practically no serious con¬
sequences. We shall have to be a little more careful than
that in talking about big numbers.
To return to Coney Island, the number of grains of
sand on the beach is about lO^o, or more descriptively,
100000000000000000000. That is a large number, but
not as large as the number mentioned by the divorcee
in a recent divorce suit who had telephoned that she
loved the man “a million billion billion times and eight
times around the world.” It was the largest number that
she could conceive of, and shows the kind of thing that
may be hatched in a love nest.
Though people do a great deal of talking, the total
output since the beginning of gabble to the present day,
including all baby talk, love songs, and Congressional
debates, totals about 10*®. This is ten million billion. Con¬
trary to popular belief, this is a larger number of words
than is spoken at the average afternoon bridge.
A great deal of the veneration for the authority of
the printed word would vanish if one were to calculate
the number of words which have been printed since the
Gutenberg Bible appeared. It is a number somewhat
larger than 10*®. A recent popular historical novel alone
accounts for the printing of several hundred billion words.
The largest number seen in finance (though new
records are in the making) represents the amount of
22
Mathematics and the Imagination
money in circulation in Germany at the peak of the
inflation. It was less than a googol—merely
496,585,346,000,000,000,000.
A distinguished economist vouches for the accuracy of
this figure. The number of marks in circulation was very
nearly equal to the number of grains of sand on Coney
Island beach.
The number of atoms of oxygen in the average thimble
is a good deal larger. It would be represented by perhaps
1000000000000000000000000000. The number of elec¬
trons, in size exceedingly smaller than the atoms, is much
more enormous. The number of electrons which pass
through the filament of an ordinary fifty-watt electric
lamp in a minute equals the number of drops of water
that flow over Niagara Falls in a century.
One may also calculate the number of electrons, not
only in the average room, but over the whole earth, and
out through the stars, the Milky Way, and all the neb¬
ulae. The reason for giving all these examples of very
large numbers is to emphasize the fact that no matter
how large the collection to be counted, a finite number
will do the trick. We will have occasion later on to speak
of infinite collections, but those encountered in nature,
though sometimes very large, are all definitely finite.
A celebrated scientist recently stated in all seriousness
that he believed that the number of pores (through which
lca\ es breathe) of all the leaves, of all the trees in all the
woild, would certainly be infinite. Needless to say, he
was not a niathematician. The number of electrons in a
single leaf is much bigger than the number of pores of
all the leaves of all the trees of all the world. And still the
num er of all the electrons in the entiie universe can be
found by means of the physics of Einstein. It is a good
New Names for Old 23
deal less than a googol—perhaps ten with seventy-nine
zeros, 10^®, as estimated by Eddington.
Words of wisdom are spoken by children at least as
often as by scientists. The name “googol” was invented
by a child (Dr. Kasner’s nine-year-old nephew) who was
asked to think up a name for a very big number, namely,
1 with a hundred zeros after it. He was very certain that
this number was not infinite, and therefore equally
certain that it had to have a name. At the same time that
he suggested “googol” he gave a name for a still larger
number: “Googolplex.” A googolplex is much larger
than a googol, but is still finite, as the inventor of the
name was quick to point out. It was first suggested that a
googolplex should be 1, followed by writing zeros until
you got tired. This is a description of what would happen
if one actually tried to write a googolplex, but different
people get tired at different times and it would never do
to have Camera a better mathematician than Dr. Ein¬
stein, simply because he had more endurance. The goo¬
golplex then, is a specific finite number, with so many
zeros after the 1 that the number of zeros is a googol. A
googolplex is much bigger than a googol, much bigger
even than a googol limes a googol. A googol times a
googol would be 1 with 200 zeros, whereas a googolplex
is 1 with a googol of zeros. You will get some idea of the
size of this very large but finite number from the fact
that there would not be enough room to write it, if you
went to the farthest star, touring all the nebulae and put¬
ting down zeros every inch of the way.
One might not believe that such a large number would
ever really have any application; but one who felt that
way would not be a mathematician. A number as large
as the googolplex might be of real use in problems of
24 Mathematics and the Imagination
combination. This would be the type of problem in
which it might come up scientifically:
Consider this book which is made up of carbon and
nitrogen and of other elements. The answer to the ques¬
tion, “How many atoms are there in this book?” would
certainly be a finite number, even less than a googol.
Now imagine that the book is held suspended by a string,
the end of which you are holding. How long will it
be necessary to wait before the book will jump up into
your hand? Could it conceivably ever happen? One
answer might be “No, it will never happen without
some external force causing it to do so.” But that is not
correct. The right answer is that it will almost certainly
happen sometime in less than a googolplex of years—per¬
haps tomorrow.
The explanation of this answer can be found in physical
chemistry, statistical mechanics, the kinetic theory of
gases, and the theory of probability. We cannot dispose
of all these subjects in a few lines, but we will try.
Molecules are always moving. Absolute rest of molecules |
would mean absolute zero degrees of temperature, and I
absolute zero degrees of temperature is not only non- I
existent, but impossible to obtain. All the molecules of 1
the surrounding air bombard the book. At present the
bombardment from above and below is nearly the same
and gravity keeps the book down. It is necessary to wait
or the favorable moment when there happens to be an
enormous numb- • of molecules bombarding the book
from below and x. ry few from above. Then gravity will
be overcome and the book will rise. It would be some¬
what hke the effect known in physics as the Brownian
movement, which describes the behavior of small par-
tic es m a liquid as they dance about under the impact
New Names Jot Old 25
of molecules. It would be analogous to the Brownian
movement on a vast scale.
But the probability that this will happen in the near
future or, for that matter, on any specific occasion that
we might mention, is between ^—- and -5-.
googol googolplex
To be reasonably sure that the book will rise, we should
have to wait between a googol and a googolplex of years.
When working with electrons or with problems of
combination like the one of the book, we need larger
numbers than are usually talked about. It is for that
reason that names like googol and googolplex, though
they may appear to be mere jokes, have a real value.
The names help to fix in our minds the fact that we are
still dealing with finite numbers. To repeat, a googol is
a googolplex is 10 to the googol power, which may
be written
We have seen that the number of years that one would
have to wait to see the miracle of the rising book would
be less than a googolplex. In that number of years the
earth may well have become a frozen planet as dead as
the moon, or perhaps splintered to a number of meteors
and comets. The real miracle is not that the book will
rise, but that with the aid of mathematics, we can
project ourselves into the future and predict with accu¬
racy when it will probably rise, i.c., some time between
today and the year googolplex.
♦
We have mentioned quite a few new names in mathe¬
matics new names for old and new ideas. There is one
more new name which it is proper to mention in con¬
clusion. Watson Davis, the popular science reporter, has
given us the name “mathescope.” With the aid of the
26
Mathematics and the Imagination
magnificent new microscopes and telescopes, man, mid¬
way between the stars and the atoms, has come a little
closer to both. The mathoscope is not a physical instru¬
ment; it is a purely intellectual instrument, the ever-
increasing insight which mathematics gives into the fairy¬
land which lies beyond intuition and beyond imagina¬
tion. Mathematicians, unlike philosophers, say nothing
about ultimate truth, but patiently, like the makers of
the great microscopes, and the great telescopes, they
grind their lenses. In this book, w'e shall let you see
through the newer and greater lenses which the mathe¬
maticians have ground. Be prepared for strange sights
through the mathescope!
FOOTNOTES
1. Sec the Chapter on pie. —P. 10.
2. See the Chapter on Change and Changeability—Section on Path¬
ological Curves.—P.ll.
3. NMi. iliis is a diagram which the reader will have to imagine,
lor It IS beyond the capacity of any printer to make a circle with
one point omitted. A point, having no dimensions, will, like
many of the persons on the Lord High Executioner’s list, never
c inissc . o the circle with one point missing is purely con-
cepiual, not an idea wliich can be pictured.—P.13.
Beyond the Googol
If you do not expect the unexpected^ you will not find it;
for It IS hard to be sought out, and difficult.
—HERACLITUS
Mathematics may well be a science of austere logical
propositions in precise eanonical form, but in its count¬
less applications it serves as a tool and a language, the
language of description, of number and size. It describes
with economy and elegance the elliptic orbits of the plan¬
ets as readily as the shape and dimensions of this page
or a corn field. The whirling dance of the electron can
be seen by no one; the most powerful telescopes can re¬
veal only a meager bit of the distant stars and nebulae
and the cold far corners of space. But with th(' aid of
mathematics and the imagination the very small, the
very large—all things may be brought within man’s
domain.
To count is to talk the language of number. To count
to a googol, or to count to ten is part of the same ijroeess;
the googol is simply harder to pronounce. The essential
thing to realize is that the googol and ten arc kin, like
the giant stars and the electron. Arithmetic—this count¬
ing language—makes the whole v/orld kin, both in
space and in time.
To grasp the meaning and importance of mathematics,
to appreciate its beauty and its value, arithmetic must
first be understood, for mostly, since its beginning, mathc-
27
28 Mathematics and the Imagination
matics has been arithmetic in simple or elaborate attire.
Arithmetic has been the queen and the handmaiden of
the sciences from the days of the astrologers of Chaldea
and the high priests of Egypt to the present days of
relativity, quanta, and the adding machine. Historians
may dispute the meaning of ancient papyri, theologians
may wrangle over the exegesis of Scripture, philosophers
may debate over Pythagorean doctrine, but all will con¬
cede that the numbers in the papyri, in the Scriptures and
in the writings of Pythagoras are the same as the num-
bers of today. As arithmetic, mathematics has helped
man to cast horoscopes, to make calendars, to predict
the risings of the Nile, to measure fields and the height
of the Pyramids, to measure the speed of a stone as it fell
from a tower in Pisa, the speed of an apple as it fell
from a tree in Woolsthorpe, to weigh the stars and the
atoms, to mark the passage of time, to find the curvature
of space. And although mathematics is also the calculus,
the theory of probability, the matrix algebra, the science
of the infinite, it is still the art of counting.
*
Everyone who will read this book can count, and yet,
what is counting? The dictionary definitions are about
as helpful as Johnson’s definition of a net: “A series of
reticulated interstices.’* Learning to compare is learning to
count. Numbers come much later; they are an artificiality,
an abstraction. Counting, matching, comparing are al¬
most as indigenous to man as his fingers. Without the
faculty of comparing, and without his fingers, it is un¬
likely that he would have arrived at numbers.
One who knows nothing of the formal processes of
counting is still able to compare two classes of objects,
to determine which is the greater, which the less. With-
Beyond the Googol 29
out knowing anything about numbers, one may ascertain
whether two classes have the same number of elements;
for example, barring prior mishaps, it is easy to show
that we have the same number of fingers on both hands
by simply matching finger with finger on each hand.
To describe the process of matching, which underlies
counting, mathematicians use a picturesque name. They
call it putting classes into a “one-to-one reciprocal cor¬
respondence” with each other. Indeed, that is all there
is to the art of counting as practiced by primitive peoples,
by us, or by Einstein. A few examples may serve to make
this clear.
In a monogamous country it is unnecessary to count
both the husbands and the wives in order to ascertain
the number of married people. If allowances are made
for the few gay Lotharios who do not conform to either
custom or statute, it is sufficient to count either the
husbands or the wives. There are just as many in one
class as in the other. The correspondence between the
two classes is one-to-one.
There are more useful illustrations. Many people are
gathered in a large hall where seats are to be provided.
The question is, are there enough chairs to go around?
It would be quite a job to count both the people and the
chairs, and in this case unnecessary. In kindergarten
children play a game called “Going to Jerusalem”; in a
room full of children and chairs there is alwa>a one less
chair than the number of children. At a signal, each
child runs for a chair. The child left standing is “out.”
A chair is removed and the game continues. Here is
the solution to our problem. It is only necessary to ask
everyone in the hall to be seated. If everyone sits down
and no chairs are left vacant, it is evident that there
30 Alatfumatics and the Imagination
are as many chairs as people. In other words, without
actually knowing the number of chairs or people, one
does know that the number is the same. The two classes—
chairs and people—have been shown to be equal in
number by a one-to-one correspondence. To each person
corresponds a chair, to each chair, a person.
In counting any class of objects, it is this method alone
which is employed. One class contains the things to be
counted; the other class is always at hand. It is the class
of integers, or “natural numbers,” which for convenience
we regard as being given in serial order: 1, 2, 3, 4, 5, 6,
7 . . . Matching in one-to-one correspondence the ele¬
ments of the first class with the integers, we experience a
common, but none the less wonderful phenomenon—the
last integer necessary to complete the pairings denotes
how many elements there are.
*
In clarifying the idea of counting, we made the un¬
warranted assumption that the concept of number was
everyone. The number concept may seem
intuitively clear, but a precise definition is required.
While the definition may seem worse than the disease,
it is not as difficult as appears at first glance. Read it
t you will find that it is both explicit and
economical.
Given a class C containing certain elements, it is
possible to find other classes, such that the elements of
each may be matched one to one with the elements of
C. (Each of these classes is thus called “equivalent to C.”)
All such classes, including C, whatever the character of
their elements, share one property in common: all of
them have the same cardinal number^ which is called the
cardinal number of the class Cd
Beyond the Googol 21
The cardinal number of the class C is thus seen to be
the symbol representing the set of all classes that can be
put into one-to-one correspondence with C. For example,
the number 5 is simply the name, or symbol, attached
to the set of all the classes, each of which can be put into
one-to-one correspondence with the fingers of one hand.
Hereafter we may refer without ambiguity to the
number of elements in a class as the cardinal number of
that class or, briefly, as “its cardinality.’* The question,
“How many letters are there in the word mathematics?'^
is the same as the question, “What is the cardinality of
the class whose elements are the letters in the word
mathematics?" Employing the method of one-to-one cor¬
respondence, the following graphic device answers the
question, and illustrates the method:
M A
T
H
E
M
A
T
I
C S
1 I
t
t
i
t
t
k
t
t t
4- 1
X
X
X
X
X
X X
1 2
3
4
5
6
1
8
9
10 11
It must
now
be
evident that
this
method
is neither
strange nor esoteric; it was not invented by mathema¬
ticians to make something natural and easy seem un¬
natural and hard. It is the method employed when we
count our change or our chickens; it is the proper
method for counting any class, no matter how large,
from ten to a googolplex—and beyond.
Soon we shall speak of the “beyond” when we turn to
classes which are not finite. Indeed, we shall try to measure
our measuring class —the integers. One-to-one correspond¬
ence should, therefore, be thoroughly understood, for
an amazing revelation awaits us: Infinite classes can
also be counted, and by the very same means. But before
32 Mathematics and the Imagination
we try to count them, let us practice on some very big
numbers—big, but not infinite.
*
“Googol” is already in our vocabulary: It is a big
number one, with a hundred zeros after it. Even bigger
is the googolplex: 1 with a googol zeros after it. Most
numbers encountered in the description of nature are
much smaller, though a few are larger.
Enormous numbers occur frequently in modern sci¬
ence. Sir Arthur Eddington claims that there are, not
approximately, but exactly 136-2256 protons,* and an
equal number of electrons, in the universe. Though
not easy to visualize, this number, as a symbol on paper,
takes up little room. Not quite as large as the googol,
it is completely dwarfed by the googolplex. None the
less, Eddington’s number, the googol, and the googolplex
are finite.
A veritable giant is Skewes* number, even bigger than
^ googolplex. It gives information about the distribution
of primes^ and looks like this:
10
10
ID
Or, for example, the total possible number of moves in
a game of chess is:
10
10
oO
And speaking of chess, as the eminent English mathe¬
matician, G. H. Hardy, pointed out—if we imagine the
• Let no one suppose that Sir Arthur has counted them. But he
if'n ^ ^ justify his claim. Anyone with a better theory
may challenge Sir Arthur, for who can be referee? Here is his number
653,951,181,555,468,-
he says,’ to t’he" Hst ,425,076,185,631,031,276-accurate,
Beyond the Googol 33
entire universe as a chessboard, and the protons in it
as chessmen, and if we agree to call any interchange in
the position of two protons a “move” in this cosmic game,
then the total number of possible moves, of all odd coin¬
cidences, would be Skewes’ number:
No doubt most people believe that such numbers are
part of the marvelous advance of science, and that a few
generations ago, to say nothing of centuries back, no one
in dream or fancy could have conceived of them.
There is some truth in that idea. For one thing, the
ancient cumbersome methods of mathematical notation
made the writing of big numbers difhcult, if not actually
impossible. For another, the average citizen of today en¬
counters such huge sums, representing armament ex¬
penditures and stellar distances, that he is quite conver¬
sant with, and immune to, big numbers.
But there were clever people in ancient times. Poets
in every age may have sung of the stars as infinite in
number, when all they saw was, perhaps, three thousand.
But to Archimedes, a number as large as a googol, or
even larger, was not disconcerting. He says as much in
an introductory passage in The Sand Reckoner, realizing
that a number is not infinite merely because it is enor¬
mous.
There are some, King Gelon, who think that the number of
the sand is infinite in multitude; and I mean by the sand, not
only that which exists about Syracuse and the rest of Sicily,
but also that which is found in every region whether inhabited
or uninhabited. Again there are some who, without regarding
34 Mathematics and the Imagination
it as infinite, yet think that no number has been named which
is great enough to exceed its multitude. And it is clear that
they who hold this view, if they imagined a mass made up of
sand in other respects as large as the mass of the earth, in¬
cluding in it all the seas and the hollows of the earth filled up
to a height equal to that of the highest of the mountains, would
be many times further still from recognizing that any number
could be expressed which exceeded the multitude of the sand
so taken. But I will try to show you by means of geometrical
proofs, which you will be able to follow, that, of the numbers
named by me and given in the work which I sent to Zeuxippus,
some exceed not only the number of the mass of sand equal in
magnitude to the earth filled up in the way described, but
also that .of a mass equal in magnitude to the universe.
The Greeks had verv definite ideas about the infinite.
Just as we are indebted to them for much of our wit and
our learning, so are we indebted to them for much of
our sophistication about the infinite. Indeed, had we
always retained their clear-sightedness, many of the prob¬
lems and paradoxes connected with the infinite would
never have arisen.
Above everything, we must realize that “very big” and
“infinite’' arc entirely difTejrent.* By using the method
of one-to-one correspondence, the protons and electrons
in the universe may theoretically be counted as easily
as the buttons on a vest. Sufficient and more than
sufficient lor that task, or for the task of counting any
finite collection, are the integers. But measuring the
* There is no point where the very big starts to merge into the
infinite. \ou may write a number as big as you please; it will be no
nearer the infinite than the number 1 or the number 7. Make sure
that you keep this distinction very clear and you will have mastered
many of the subtleties of the transfinitc.
Beyond the Googol 3 ^
totality of integers is another problem. To measure such
a class demands a lofty viewpoint. Besides being, as the
German mathematician Kronecker thought, the work of
God, which requires courage to appraise, the class of
integers is infinite—which is a great deal more in¬
convenient. It is worse than heresy to measure our own
endless measuring rod!
♦
. The problems of the infinite have challenged man’s
I mind and have fired his imagination as no other single
problem in the history of thought. The infinite appears
both strange and familiar, at times beyond our grasp, at
times natural and easy to understand. In conquering
it, man broke the fetters that bound him to earth. All
his faculties were required for this conquest—his rea.son-
ing powers, his poetic fancy, his desire to know.
To establish the science of the infinite involves the
principle of mathematical imita tion. This principle affirms
the power of reasoning by recurrence. It typifies almost
all mathematical thinking, all that we do when we
construct complex aggregates out of simple elements.
It is, as Poincare remarked, “at once necessary to the
mathematician and irreducible to logic.” His statement
of the principle is: “If a property be true of the number
one, and if we establish that it is true of h -f 1,* provided
it be of «, it will be true of all the whole numbers.”
Mathematical induction is not derived from experience,
rather is it an inherent, intuitive, almost instinctive
property of the mind, “ What we have once done we can do
again.’’’*
If we can construct numbers to ten, to a million, to a
googol, we are led to believe that there is no stopping,
* Where n is any integer.
4
36 Mathematics and the Imagination
no end. Convinced of this, we need not go on forever;
the mind grasps that which it has never experienced—
the infinite itself. Without any sense of discontinuity,
without transgressing the canons of logic, the mathema¬
tician and philosopher have bridged in one stroke the
gulf between the finite and the infinite. The mathematics
ol the infinite is a sheer affirmation of the inherent power
of reasoning by recurrence.
In the sense that “infinite” means “without end, with¬
out bound,” simply “not finite,” probably everyone un¬
derstands its meaning. No difficulty arises where no
precise definition is required. Nevertheless, in spite of
the famous epigram that mathematics is the science in
which we do not know what we are talking about, at
least we shall have to agree to talk about the same thing.
Apparently, even those of scientific temper can argue
bitterly to the point of mutual vilification on subjects
ranging from Marxism and dialectical materialism to
group theory and the uncertainty principle, only to find,
on the verge of exhaustion and collapse, that they are on
the same side of the fence. Such arguments are generally
the results of vague terminology; to assume that everyone
is familiar with the precise mathematical definition of
infinite is to build a new Tower of Babel.
Before undertaking a definition, we might do well to
glance backwards to see how mathematicians and philos¬
ophers of other times dealt with the problem.
The infinite has a double aspect—the infinitely large,
and the infinitely small. Repeated arguments and demon-
stiations, of apparently apodictic force, were advanced,
overwhelmed, and once more resuscitated to prove or
disprove its existence. Few of the arguments were ever
Beyond the Googol 37
refuted—each was buried under an avalanche of others.
The happy result was that the problem never became
any clearer. *
The warfare began in antiquity with the paradoxes
of Zeno; it has never ceased. Fine points were debated
with a fervor worthy of the earliest Christian martyrs,
but without a tenth part of the acumen of medieval
theologians. Today, some mathematicians think the
infinite has been reduced to a state of vassalage. Others
are still wondering what it is.
Zeno’s puzzles may help to bring the problem into
sharper focus. Zeno of Elea, it will be recalled, said some
disquieting things about motion, with reference to an
arrow, Achilles, and a tortoise. This strange company
was employed on behalf of the tenet of Eleatic philosophy
—that all motion is an illusion. It has been suggested,
probably by “baffled critics,” that “Zeno had his longue
in cheek when he made his puzzles.” Regardless of mo¬
tive, they arc immeasurably subtle, and perhaps still
defy solution.!
One paradox—the Dichotomy—states that it is im¬
possible to cover any given distance. The argument:
First, half the distance must be trav'ersed, then half of
the remaining distance, then again half of what remains,
* No one has written more brilliantly or more wittily on this subject
than Bertrand Russell. Sec particularly his essays in the volume Mys¬
ticism and Lof^ic.
tTo be sure, a variety of explanations have been t^iven for the
paradoxes. In the last analysis, the explanations for the riddles rest
upon the interpretation of the foundations of mathematics. Mathe¬
maticians like Brouwer, who reject the infinite, would probably not
accept any of the solutions given.
38 Mathematics and the Imagination
and so on. It follows that some portion of the distance
to be covered always remains, and therefore motion is
impossible! A solution of this paradox reads:
The successive distances to be covered form an infinite
geometric series:
i + i + i + l + _L+ 3
2 ^ 4 ^ 816 ^ 32 ^ *"
each term of which is half of the one before. Although
this series has an infinite number of terms, its sum is
finite and equals 1. Herein, it is said, lies the flaw of the
Dichotomy. Zeno assumed that any totality composed
of an infinite number of parts must, itself, be infinite,
whereas we have just seen an infinite number of elements
which make up the finite totality—1.
The paradox of the tortoise states that Achilles, running
to overtake the tortoise, must first reach the place where
it started: but the tortoise has already departed. This
comedy, however, is repeated indefinitely. As Achilles
arrives at each new point in the race, the tortoise having
been there, has already left. Achilles is as unlikely to
catch him as a rider on a carrousel the rider ahead.
Finally. the arrow in flight must be moving every
instant of time. But at ever)’ instant it must be somewhere
in space. However, if the arrow must always be in some
Beyond the Googol 3g
one place, it cannot at every instant also be in transit,
for to be in transit is to be nowhere.
Aristotle and lesser saints in almost every age tried
to demolish these paradoxes, but not very creditably.
Three German professors succeeded where the saints
had failed. At the end of the nineteenth century, it
seemed that Bolzano, Weierstrass and Cantor had laid
the infinite to rest, and Zeno’s paradoxes as well.
The modern method of disposing of the paradoxes is
not to dismiss them as mere sophisms unworthy of serious
attention. The history of mathematics, in fact, recounts a
poetic vindication of Zeno’s stand. Zeno was, at one lime,
as Bertrand Russell has said, “A notable victim of pos¬
terity’s lack of judgement.” That wrong has been righted.
In disposing of the infinitely small, Weierstrass showed
that the moving arrow is really always at rest, and that
we live in Zeno’s changeless world. The work of Georg
Cantor, which we shall soon encounter, showed that
if we are to believe that Achilles can catch the tortoise,
we shall have to be prepared to swallow a bigger paradox
than any Zeno ever conceived of: the whole is no
GREATER THAN MANY OF ITS PARTS*
The infinitely small had been a nuisance for more than
two thousand years. At best, the innumerable opinions
it evoked deserved the laconic verdict of Scotch Juries:
“Not proven.” Until Weierstrass appeared, the total
advance was a confirmation of Zeno’s argument against
motion. Even the jokes were better. Leibniz, according
to Carlyle, made the mistake of trying to explain the
infinitesimal to a Queen—Sophie Charlotte of Prussia.
She informed him that the behavior of her courtiers
made her so familiar with the infinitely small, that she
needed no mathematical tutor to explain it. But philos-
40 Mathematics and the Imagination
ophers and mathematicians, according to Russell, ‘‘hav¬
ing less acquaintance with the courts, continued to dis¬
cuss this topic, though without making any advance.’’
Berkeley, with the subtlety and humor necessary for an
Irish bishop, made some pointed attacks on the infini¬
tesimal, during the adolescent period of the calculus,
that had the very best, sharp-witted, scholastic sting.
One could perhaps speak, if only with poetic fervor, of the
infinitely large, but what, pray, was the infinitely small?
The Greeks, with less than their customary sagacity,
introduced it in regarding a circle as differing infini¬
tesimally from a polygon with a large number of equal
sides. Leibniz used it as the bricks for the infinitesimal
calculus. Still, no one knew what it was. The infinitesimal
had wondrous properties. It was not zero, yet smaller
than any quantity. It could be assigned no quantity or
size, yet a sizable number of infinitesimals made a very
definite quantity. Unable to discover its nature, happily
able to dispense with it, Weierstrass interred it alongside
of the phlogiston and other once-cherished errors.
*
The infinitely large offered more stubborn resistance.
Whatever it is, it is a doughty weed. The subject of reams
of nonsense, sacred and profane, it was first discussed
fully, logically, and without benefit of clergy-like prej¬
udices by Bernhard Bolzano. Die Paradoxien des ZJnendlichen,
a remarkable little volume, appeared posthumously in
1851. Like the work of another Austrian priest, Gregor
Mendel, whose distinguished treatise on the principles
of heredity escaped oblivion only by chajr^e, this im¬
portant book, charmingly written, made no great im¬
pression on Bolzano’s contemporaries. It is the creation
of a clear, forceful, penetrating intelligence. For the
Beyond the Googol 41
first time in twenty centuries the infinite was treated as a
problem in science, and not as a problem in theology.
Both Cantor and Dedekind are indebted to Bolzano
for the foundations of the mathematical treatment of the
infinite. Among the many paradoxes he gathered and
explained, one, dating from Galileo, illustrates a typical
source of confusion:
Construct a square— ABCD. About the point .1 as cen¬
ter, with one side as radius, describe a quarter-circle, in¬
tersecting the square at B and Z). Draw PR parallel to
dZ), cutting AB at P, CD at /?, the diagonal AC at N, and
the quarter-circle at A/.
A
FIG. 11.—Extract triangle APM from the figure. It is
not hard to see that its three sides equal respectively the
radii of the three circles.
Thus
RP - R^i = R,2
or,
wRi^ - = irRs^
or, the two shaded areas are equal.
42
Mathematics and the Imagination
By a well-known geometrical theorem, it can be shown
that if PjV, PM and PR are radii, the following relation¬
ship exists:
irPN = itTR - wPM^ (1)
Permit PR to approach AD. Then circle with PH as
radius becomes smaller, and the ring between the circles
with PiM and PR as radii becomes correspondingly
smaller. Finally, when PR becomes identical with AD, the
radius PH vanishes, leaving the point A, while the ring
between the two circles PM and PR contracts into one
periphery with AD as radius. From equation (1) it may
be concluded that the point A takes up as much area as
the circumference of the circle with AD as radius.
Bolzano realized that there is only an appearance of a
paradox. The two classes of points, one composed of a
single member, the point A^ the other of the points in
the circumference of the circle with AB as radius, take
up exactly the same amount of area. The area of both is
zero! The paradox springs from the erroneous conception
that the number of points in a given configuration is an
indication of the area which it occupies. Points, finite or
infinite in number, have no dimensions and can therefore
occupy no area.
Through the centuries such paradoxes had piled up.
Born of the union of vague ideas and vague philosophical
reflections, they were nurtured on sloppy thinking. Bol¬
zano cleared away most of the muddle, preparing the way
for Cantor. It is to Cantor that the mathematics of the in¬
finitely large owes its coming of age.
*
Georg Cantor was born in St. Petersburg in 1845,
SIX years before Bolzano’s book appeared. Though born
m Russia, he lived the greater part of his life in Germany,
Beyond the Googol 43
where he taught at the University of Halle. While Weier-
strass was busy disposing of the infinitesimal, Cantor
set himself the apparently more formidable task at the
other pole. The infinitely small might be laughed out of
existence, but who dared laugh at the infinitely large?
Certainly not Cantor! Theological curiosity prompted
his task, but the mathematical interest came to subsume
every other.
In dealing with the science of the infinite, Cantor
realized that the first requisite was to define terms. His
definition of “infinite class” which we shall paraphrase,
rests upon a paradox, an infinite class has the unique
PROPERTY THAT THE WHOLE IS NO GREATER THAN SOME
OF ITS PARTS. That statement is as essential for the mathe¬
matics of the infinite as the whole is greater than any
OF ITS PARTS is for finite arithmetic. When we recall that
two classes are equal if their elements can be put into
one-to-one correspondence, the latter statement be¬
comes obvious. Zeno would not have challenged it, in
spite of his scepticism about the obvious. But what is
obvious for the finite is false for the infinite; our extensive
experience with finite classes is misleading. Since, for
example, the class of men and the class of mathemati¬
cians are both finite, anyone realizing that some men
arc not mathematicians would correctly conclude that
the class of men is the larger of the two. He might also
conclude that the number of integers, even and odd, is
greater than the number of even integers. But we see
from the following pairing that he would be mistaken:
1
1
2
2
T
i
4
3
t
6
4 5 6 1 ...
t t t t
i 4 ' i f
8 10 12 14 ...
44 Mathematics and the Imagination
Under every integer, odd or even, we may write its
double—an even integer. That is, we place each of the
elements of the class of all the integers, odd and even, into
a one-to-one correspondence with the elements of the
class composed solely of even integers. This process may
be continued to the googolplex and beyond.
Now, the class of integers is infinite. No integer, no
matter how great, can describe its cardinality (or numer-
osity). Yet, since it is possible to establish a one-to-one
correspondence between the class of even numbers and
the class of integers, we have succeeded in counting the
class of even numbers just as we count a finite collection.
The two classes being perfectly matched, we must con¬
clude that they have the same cardinality. That their
cardinality is the same we know, just as we knew that the
chairs and the people in the hall were equal in number
when every chair was occupied and no one was left
standing. Thus, we arrive at the fundamental paradox of
all infinite classes:—There exist component parts of an
infinite class which are just as great as the class itself.
THE WHOLE IS NO GREATER THAN SOME OF ITS PARTS!
The class composed of the even integers is thinned out
as compared with the class of all integers, but evidently
thinning out” has not the slightest effect on its .cardi¬
nality. Moreover, there is almost no limit to the number
•
of times this process can be repeated. For instance, there
are as many square numbers and cube numbers as there
are integers. The appropriate pairings are:
] 23456... 1 2 3 4 5 6...
I I I I I I I I I I I I
1 4 9 16 25 36... 1 g 27 64 125 216.. .
U 2“ 3^ 4^ 5^ 6^ p 2^ 3^ 4^ 53
Beyond the Googol 45
Indeed, from any denumerable class there can always
be removed a denumerably infinite number of denumer-
ably infinite classes without affecting the cardinality of
the original class.
*
Infinite classes which can be put into one-to-one cor¬
respondence with the integers, and thus “counted,’’
Cantor called countable^ or denumerably infinite. Since all
finite sets are countable, and we can assign to each one
a number, it is natural to try to extend this notion and
assign to the class of all integers a number representing
its cardinality. Yet, it is obvious from our description of
“infinite class” that no ordinary integer would be ade¬
quate to describe the cardinality of the whole class of in¬
tegers. In effect, it would be asking a snake to swallow
itself entirely. Thus, the first of the transfinite numbers
was created to describe the cardinality of countable
infinite classes. Etymologically old, mathematically new,
(aleph), the first letter of the Hebrew alphabet, was
suggested. However, Cantor finally decided to use the
compound symbol (Aleph-Null). If asked, “How
many integers are there?” it would be correct to reply,
“There are integers.”
Because he suspected that there were other transfinite
numbers, in fact an infinite number of transfinites, and
the cardinality of the integers the smallest. Cantor affixed
to the first N a small zero as subscript. The cardinality of
a denumerably infinite class is therefore referred to as Xo
(Aleph-Null). The anticipated transfinite numbers form a
hierarchy of alephs; ^<3 . . .
All this may seem very strange, and it is quite excus¬
able for the reader by now to be thoroughly bewildered.
Yet, if you have followed the previous reasoning step
4 ^ Mathematics and the Imagination
by step, and will go to the trouble of rereading, you will
see that nothing which has been said is repugnant to
straight thinking. Having established what is meant by
counting in the finite domain, and what is meant by
number, we decided to extend the counting process to
infinite classes. As for our right to follow such a pro¬
cedure, we have the same right, for example, as those who
decided that man had crawled on the surface of the earth
long enough and that it was about time for him to fly. It
is our right to venture forth in the world of ideas as it is
our right to extend our horizons in the physical univer.se.
One restraint alone is laid upon us in these adventures of
ideas: that we abide by the rules of logic.
Upon extending the counting process it was evident
at once that no finite number could adequately describe
an infinite class. If any number of ordinary arithmetic
describes the cardinality of a class, that class must be
finite, even though there were not enough ink or enough
space or enough time to write the number out. We shall
then require an entirely new kind of number, nowhere
to be found in finite arithmetic, to describe the cardi¬
nality of an infinite class. Accordingly, the totality of inte¬
gers was assigned the cardinality “aleph.” Suspecting that
there were other infinite classes with a cardinality greater
than that of the totality of integers, we supposed a whole
hierarchy of alephs, of which the cardinal number of the
totality of integers was named Aleph-Null to indicate it
was the smallest of the transfinites.
Having had an interlude in the form of a summary,
let us turn once more to scrutinize the alephs, to find if,
upon closer acquaintance, they may not become easier
to understand.
The arithmetic of the alephs bears little resemblance
Beyond the Googol 47
to that of the finite integers. The immodest behavior of
No is typical.
A simple problem in addition looks like this:
No + 1 = No
No + googol = No
No + No = No
The multiplication table would be easy to teach, easier
to learn:
.1 X No = No
2 X No = No
3 X No = No
« X No = No
where n represents any finite number.
Also,
(No) 2 = No X No
= No
And thus,
(No)" = No
when is a finite integer.
There seems to be no variation of the theme; the
monotony appears inescapable. But it is all very deceptive
and treacherous. We go along obtaining the same result,
no matter what we do to No, when suddenly we try:
(No)''^
This operation, at last, creates a new transfinite. But
before considering it, there is more to be said about
countable classes.
*
Common sense says that there are many more fractions
than integers, for between any two integers there is an in-
48 Mathematics and the Imagination
finite number of fractions. Alas—common sense is amidst
alien corn in the land of the infinite. Cantor discovered a
simple but elegant proof that the rational fractions form a
denumerably infinite sequence equivalent to the class of
integers. Whence, this sequence must have the same car¬
dinality.*
The set of all rationed fractions is arranged, not in
order of increasing magnitude, but in order of ascending
numerators and denominators in an array:
FIG. 12.—Cantor's diagonal array.
Since each fraction may be written as a pair of integers,
i.e., f as (3,4). the familiar one-to-one correspondence
It has been suggested that at this point the tired reader puts the
book down with a sigh—and goes to the movies. VVe can only offer
Beyond the Googol
with the integers may be effected. This is illustrated in
the above array by the arrows.
1 2 3 4 5 6 7 8
I I I I I I I I
(1,1) (2,1) (1,2) (1,3) (2,2) (3,1) (4.1) (3,2) (2,3)
Cantor also found, by means of a proof (too technical
to concern us here) based on the “height" of algebraic
equations, that the class of all algebraic numbers, num¬
bers which are the solutions of algebraic equations with
integer coefficients, of the form:
^ + . . . + = 0
is denumerablv infinite.
But Cantor felt that there were other transfinites, that
there were classes which were not countable, which
could not be put into one-to-one correspondence with
the integers. And one of his greatest triumphs came when
he succeeded in showing that there are classes with a
cardinality greater than No.
The class of real numbers composed of the rational
and irrational numbers! is such a class. It contains those
irrationals which are algebraic as well as those which
are not. The latter are called transcendental numbers^
in mitigation that this proof, like the one which follows on the non¬
countability of the real numbers, is tough and no bones about it.
You may grit your teeth and try to get what you can out of them, or
conveniently omit them. The essential thing to come away with
is that Cantor found that the rational fractions are countable but that
the set of real numbers is not. Thus, in spite of what common sense;
tells you, there are no more fractions than there are integers and
there are more real numbers between 0 and 1 than there are elements
in the whole class of integers.
^ Irrational numbers are numbers which cannot be expressed as
rational fractions. For example, \/2, VX e, tt. The class of real
numbers is made up of rationals like 1, 2, 3, i, ‘ .J, and irrationals as
above.
Mathematics and the Imagination
Two important transcendental numbers were known
to exist in Cantor’s time: tt, the ratio of the circumference
of a circle to its diameter, and the base of the natural
logarithms. Little more was known about the class of
transcendcntals: it was an enigma. What Cantor had
to prove, in order to show that the class of real numbers
was nondenumerable (i.e., too big to be counted by the
class of integers), was the unlikely fact that the class of
transcendcntals was nondenumerable. Since the rational
and the algebraic numbers were known to be denumer¬
able, and the sum of any denumerable number of de¬
numerable classes is also a denumerable class, the sole
remaining class which could make the totality of real
numbers nondenumerable was the class of transcendcntals.
He was able to devise such a proof. If it can be shown
that the class of real numbers between 0 and 1 is non-
dcnumerable, it will follow a Jortiori that all the real
numbers arc nondenumerable. Employing a device often
used in advanced mathematics, the reductio ad absurdum^
Cantor assumed that to be true which he suspected was
false, and then showed that this assumption led to a
contradiction. He assumed that the real numbers be¬
tween 0 and 1 were countable and could, therefore, be
paired with the integers. Having proved that this as¬
sumption led to a contradiction, it followed that its
opposite, namely, that the real numbers could not be
paired with the integers (and were therefore not count¬
able), was true.
To count the real numbers between 0 and 1, it is
required that they all be expressed in a uniform way
and a method of writing them down in order be devised
so that they can be paired one to one with the integers.
The first requirement can be fulfilled, for it is possible
Beyond the Googol
to express every real number as a nonterminating dec¬
imal. Thus, for example; ®
1
3
1
9
. 3333 ...
. 1111111 ...
. 2142857121428571 ...
1 . 414 . . .
- = .707
Now, the second requirement confronts us. How shail
we make the pairings? What system ma>- be devised to en¬
sure the appearance of every decimal? We did find a
method for ensuring the appearance of every rational
fraction. Of course, we could not actually write them all,
any more than we could actually write all the integers;
but the method of increasing numerators and denomina¬
tors was so explicit that, if we had had an infinite time
in which to do it, we could actually have set down all
the fractions and have been certain that we had not
omitted any. Or, to put it another way: It was always
certain and determinate after a fraction had been paired
with an integer, what the next fraction would be, and
the next, and the next, and so on.
On the other hand, when a real number, expressed
as a nonterminating decimal, is paired with an integer,
what method is there for determining what the next
decimal in order should be? You have only to ask your¬
self, which shall be the first of the nonterminating dec¬
imals to pair with the integer 1, and you have an inkling
of the difficulty of the problem. Cantor however assumed
that such a pairing does exist, without attempting to
give its explicit form. His scheme was: With the integer
1 pair the decimal .aia 2 a 3 . . . , with the integer 2,
.bib 2 b 3 . . . , etc. Each of the letters represents a digit
of the nonterminating decimal in which it appears. The
5
52 Mathematics and the Imagination
determinate array of pairing between the decimals and
the integers would then be:
—^ 0 . a\ a2 63 ^4 ^5 .
3 <—> 0. iTi C2 Cz Cs .
4 ^ * 0 . (/2 di d\ di, .
5 <—► 0. ^2 ^3 ^4 ^6 .
The new decimal may be written:—
0. ai 02 03 04 as . . .;
where oi differs from oi, 03 differs from /> 2 , 0.3 from ^3
04 from d^y 03 from ^ 5 , etc. Accordingly, it will differ
from each decimal in at least one place, from the «th
decimal in at least its nth place. This proves conclusively
that there is no way of including all the decimals in any
possible array, no way of pairing them off with the inte¬
gers. Therefore, as Cantor set out to prove:
1. The class of transcendental numbers is not only infinite,
but also not countable, i.e., nondcnumerably infinite.
2. The real numbers between 0 and 1 are infinite and not
countable.
3. A fortiori, the class of all real numbers is nondenumerable.
♦
To the noncountable class of real numbers, Cantor as¬
signed a new transfinite cardinal. It was one of the alephs,
but which one remains unsolved to this day. It is sus¬
pected that this transfinite, called the “cardinal of the
continuum,” which is represented by c or C, is identical
with Ki. But a proof acceptable to most mathematicians
has yet to be devised.
54
Mathematics and the Imagination
The arithmetic of C is much the same as that of Xo*
The multiplication table has the same dependable mon¬
otone quality. But when C is combined with Xo> it swal¬
lows it completely. Thus:
C + Xo = C <7- Xo = C
C X X 0 = C and even C X C = C
Again, we hope for a variation of the theme when we
come to the process of involution. Yet, for the moment,
we are disappointed, for C^o = C. But just as (Xo)^®
does not equal Xo, so does not equal C.
We are now in a position to solve our earlier problem
in involution, for actually Cantor found that (Xo)^° = C.
Likewise gives rise to a new transfinite, greater than
C. This transfinite represents the cardinality of the class
of all one-valued functions. It is also one of the X’s, but
again, which one is unknown. It is often designated by the
letter F.® In general, the process of involution, when re¬
peated, continues to generate higher transfinites.
Just as the integers served as a measuring rod for
classes with the cardinality Xo, the class of real numbers
serves as a measuring rod for classes with the cardinality
C. Indeed, there are classes of geometric elements which
can be measured in no other way except by the class of
real numbers.
From the geometric notion of a point, the idea is
evolved that on any given line segment there are an
infinite number of points. The points on a line segment
are also, as mathematicians say, “everywhere dense.”
This means that between any two points there is an
infinitude of others. The concept of two immediately
adjoining points is, therefore, meaningless. This property
of being “everywhere dense,” constitutes one of the es-
Beyond the Googol 55
sential characteristics of a continuum. Cantor, in referring
to the “cardinality of the continuum,” recognized that it
applies alike to the class of real numbers and the class
of points on a line segment. Both are everywhere dense,
and both have the same cardinality, C. In other words,
it is possible to pair the points on a line segment with
the real numbers.
Classes with the cardinality C possess a property similar
to classes with the cardinadity No: they may be thinned
out without in any way affecting their cardinality. In
this connection, we see in very striking fashion another
illustration of the principle of transfinite arithmetic,
that the whole is no greater than many of its parts. For
instance, it can be proved that there are as many points
on a line one foot long as there are on a line one yard
long. The line segment AB in Fig. 13 is three times
as long as the line A*B‘. Nevertheless, it is possible to
put the class of all points on the segment AB into a one-
to-one correspondence with the class of points on the
segment A'B\
L
FIG. 13.
Let L be the intersection of the lines AA' and BB'.
If then to any point Ad of AB^ there corresponds a point
5 ^ Mathematics and the Imagination
M' oi A'B\ which is on the line LM, we have established
the desired correspondence between the class of points
on A'B' and those on AB. It is easy to see intuitively
and to prove geometrically that this is always possible,
and that, therefore, the cardinality of the two classes
of points is the same. Thus, since A*B^ is smaller than
AB^ it may be considered a proper part of AB^ and we
have again established that an infinite class may contain
as proper parts, subclasses equivalent to it.
There are more startling examples in geometry which
illustrate the power of the continuum. Although the
statement that a line one inch in length contains as many
points as a line stretching around the equator, or as a
line stretching from the earth to the most distant stars,
is startling enough, it is fantastic to think that a line
segment one-millionth of an inch long has as many points
as there are in all three-dimensional space in the entire
universe. Nevertheless, this is true. Once the principles of
Cantor s theory of transfinites is understood, such state¬
ments cease to sound like the extravagances of a mathe¬
matical madman. The oddities, as Russell has said, “then
become no odder than the people at the antipodes who
used to be thought impossible because they would find it
so inconvenient to stand on their heads.*’ Even conceding
that the treatment of the infinite is a form of mathemati¬
cal madness, one is forced to admit, as does the Duke in
Measure for Measure:
If she be mad,—as I believe no other,—
Her madness hath the oddest frame of sense,
Such a dependency of thing on thing.
As e’er I heard in madness.”
♦
Until now we have deliberately avoided a definition
Beyond the Googol 57
of “infinite class.” But at last our equipment makes it
possible to do so. We have seen that an infinite class,
whether its cardinality is C, or greater, may be
thinned out in a countless variety of ways, without
affecting its cardinality. In short, the whole is no greater
than many of its parts. Now, this property does not
belong to finite classes at all; it belongs only to infinite
classes. Hence, it is a unique method of determining
whether a class is finite or infinite. Thus, our definition
reads: An infinite class is one which can be put into one-to-one
reciprocal correspondence with a proper subset of itself.
Equipped with this definition and the few ideas we
have gleaned we may re-examine some of the paradoxes
of Zeno. That of Achilles and the tortoise may be ex¬
pressed as follows: Achilles and the tortoise, running
the same course, must each occupy the same number of
distinct positions during their race. However, if Achilles
is to catch his more leisurely and determined opponent,
he will have to occupy more positions than the tortoise,
in the same elapsed period of time. Since this is man¬
ifestly impossible, you may put your money on the
tortoise.
But don’t be too hasty. There are better ways of saving
money than merely counting change. In fact, you had
best bet on Achilles after all, for he is likely to win the
race. Even though we may not have realized it, we have
just finished proving that he could overtake the tortoise
by showing that a line a millionth of an inch long has
just as many points as a line stretching from the earth
to the furthest star. In other words, the points on the
tiny line segment can be placed into one-to-one corre¬
spondence with the points on the great line, for there
is no relation between the number of points on a line
58 Mathematics and the Imagination
and its length. But this reveals the error in thinking that
Achilles cannot catch the tortoise. The statement that
Achilles must occupy as many distinct positions as the
tortoise is correct. So is the statement that he must travel
a greater distance than the tortoise in the same time.
The only incorrect statement is the inference that since
he must occupy the same number of positions as the
tortoise he cannot travel further while doing so. Even
though the classes of points on each line, which cor¬
respond to the several positions of both Achilles and the
tortoise are equivalent, the line representing the path of
Achilles is much longer than that representing the path
of the tortoise. Achilles may travel much further than
the tortoise without successively touching more points.
The solution of the paradox involving the arrow in
flight requires a word about another type of continuum.
It is convenient and certainly familiar to regard time as a
continuum. The time continuum has the same properties
as the space continuum: the successive instants in any
elapsed portion of time, just as the points on a line, may
be put into one-to-one correspondence with the class of
real numbers; between any two instants of time an
infinity of others may be interpolated; time also has the
mathematical property mentioned before—it is every¬
where dense.
Zeno’s argument stated that at every instant of time
the arrow was somewhere, in some place or position,
and therefore, could not at any instant be in motion.
Although the statement that the arrow had at every
moment to be in some place is true, the conclusion that,
therefore, it could not be moving is absurd. Our natural
tendency to accept this absurdity as true springs from our
firm conviction that motion is entirely different from rest.
Beyond the Googol
We are not confused about the position of a body when
it is at rest we feel there is no mystery about the state
of rest. We should feel the same when we consider a
body in motion.
When a body is at rest, it is in one position at one
instant of time and at a later instant it is still in the same
position. When a body is in motion, there is a one-to-one
correspondence between every instant of time and every
new position. To make this clear we may construct two
tables: One will describe a body at rest, the other, a
body in motion. The “rest” table will tell the life history
MOTION
On Bedloe’s Island 9 a.m. In the city
On Bedloe’s Island 11 a.m. Over the river
On Bedloe’s Island 3 p.m. In the mountains.
FIG. 14.—At the times shown, the Statue of
Liberty is at the point shown, while the taxi’s
passengers see the different scenes shown at the
right.
6o Mathematics and the Imagination
and the life geography of the Statue of Liberty, while
the “motion” table will describe the Odyssey of an auto¬
mobile.
The tables indicate that to every instant of time there
corresponds a position of the Statue of Liberty and of the
taxi. There is a one-to-one space-time correspondence for
rest as well as for motion.
No paradox is concealed in the puzzle of the arrow
when we look at our table. Indeed, it would be strange if
there were gaps in the table; if it were impossible, at any
instant, to determine exactly what the position of the
arrow is.
Most of us would swear by the existence of motion,
but we are not accustomed to think of it as something
which makes an object occupy different positions at
different instants of time. We are apt to think that motion
endows an object with the strange property of being
continually nowhere. Impeded by the limitations of our
senses which prevent us from perceiving that an object in
motion simply occupies one position after another and
does so rather quickly, we foster an illusion about the
nature of motion and weave it into a fairy tale. Mathe¬
matics helps us to analyze and clarify what we perceive,
to a point where we are forced to acknowledge, if we no
longer wish to be guided by fairy tales, that we live either
in Mr. Russell’s changeless world or in a world where
motion is but a form of rest. The story of motion is the
same as the story of rest. It is the same story told at a
quicker tempo. The story of rest is: “It is here.” The story
of motion is; “It is here, it is there.” Because, in this re¬
spect, it resembles Hamlet’s father’s ghost is no reason to
doubt its existence. Most of our beliefs are chained to less
substantial phantoms. Motion is perhaps not easy for our
Beyond the Googol 61
senses to grasp, but with the aid of mathematics, its
essence may first be properly understood.
*
At the beginning of the twentieth century it was
generally conceded that Cantor’s work had clarified the
concept of the infinite so that it could be talked of and
treated like any other respectable mathematical concept.
The controversy which arises wherever mathematical
philosophers meet, on paper, or in person, shows that
this was a mistaken view. In its simplest terms this con¬
troversy, so far as it concerns the infinite, centers about
the questions: Does the infinite exist? Is there such a
thing as an infinite class? Such questions can have little
meaning unless the term mathematical “existence” is first
explained.
In his famous “Agony in Eight Fits,” Lewis Carroll
hunted the snark. Nobody was acquainted with the
snark or knew much about it except that it existed and
that it was best to keep away from a boojum. The
infinite may be a boojum, too, but its existence in any
form is a matter of considerable doubt. Boojum or garden
variety, the infinite certainly does not exist in the same
sense that we say, “There are fish in the sea.” For that
matter, the statement “There is a number called 7”
refers to something which has a different existence from
the fish in the sea. “Existence” in the mathematical sense
is wholly different from the existence of objects in the
physical world. A billiard ball may have as one of its
properties, in addition to whiteness, roundness, hardness,
etc., a relation of circumference to diameter involving
the number tt. We may agree that the billiard ball and
TT both exist; we must also agree that the billiard ball
and TT lead different kinds of lives.
62
Mathematics and the Imagination
There have been as many views on the problem of
existence since Euclid and Aristode as there have been
philosophers. In modern times, the various schools of
mathematical philosophy, the Logistic school. Formalists,
and Intuitionists, have all disputed the somewhat less
than glassy essence of mathematical being. All these dis¬
putes are beyond our ken, our scope, or our intention. A
stranger company even than the tortoise, Achilles, and
the arrow, have defended the existence of infinite classes
—defended it in the same sense that they would defend
the existence of the number 7. The Formalists, who think
mathematics is a meaningless game, but play it with no
less gusto, and the Logistic school, which considers that
mathematics is a branch of logic—both have taken
Cantor’s part and have defended the alephs. The defense
rests on the notion of self-consistency. “Existence” is a
metaphysical expression tied up with notions of being and
other bugaboos worse even than boojums. But the ex¬
pression, “self-consistent proposition” sounds like the
language of logic and has its odor of sanctity. A propo¬
sition which is not self-contradictory is, according to the
Logistic school, a true existence statement. From this
standpoint the greater part of Cantor’s mathematics of
the infinite is unassailable.
New problems and new paradoxes, however, have
been discovered arising out of parts of Cantor’s structure
because of certain difficulties already inherent in class¬
ical logic. They center about the use of the word “all.”
The paradoxes encountered in ordinary parlance, such
as “All generalities are false including this one,” con¬
stitute a real problem in the foundations of logic, just as
did the Epimenides paradox whence they sprang. In the
Epimenides, a Cretan is made to say that all Cretans are
Beyond the Googol 63
liars, which, if true, makes the speaker a liar for telling
the truth. To dispose of this type of paradox the Logistic
school invented a “Theory of Types.” The theory of
types and the axiom of reducibility on which it is based
must be accepted as axioms to avoid paradoxes of this
kind. In order to accomplish this a reform of classical
logic is required which has already been undertaken.
Like most reforms it is not wholly satisfactory—even to
the reformers—but by means of their theory of types the
last vestige of inconsistency has been driven out of the
house that Cantor built. The theory of transfinites may
still be so much nonsense to many mathematicians, but
it is certainly consistent. The serious charge Henri Poin¬
care expressed in his aphorism, “La logistique n’est plus
sterile; elle engendre la contradiction,” has been success¬
fully rebutted by the logistic doctrine so far as the infinite
is concerned.
To Cantor’s alephs then, we may ascribe the same
existence as to the number 7. An existence statement free
from self-contradiction may be made relative to either.
For that matter, there is no valid reason to trust in the
finite any more than in the infinite. It is as permissible
to discard the infinite as it is to reject the impressions of
one’s senses. It is neither more, nor less scientific to do so.
In the final analysis, this is a matter of faith and taste,
but not on a par with rejecting the belief in Santa Claus.
Infinite classes, judged by finite standards, generate para¬
doxes much more absurd and a great deal less pleasing
than the belief in Santa Claus; but when they are judged
by the appropriate standards, they lose their odd appear¬
ance, behave as predictably as any finite integer.
At last in its proper setting, the infinite has assumed a
respectable place next to the finite, just as real and just as
Mathematics and the Imagination
dependable, even though wholly different in character.
Whatever the infinite may be, it is no longer a purple
cow.
FOOTNOTES
1. We distinguish cardinal from ordinal numberSy which denote the re¬
lation of an element in a class to the others, with reference to some
system of order. Thus, we speak of the first Pharaoh of Egypt,
or of the fourth integer, in their customary order, or of the third
day of the week, etc. These are examples of ordinals. P. 30.
2. For the definition of primes, see the Chapter on pie. —P. 32.
3. This series is said to converge to a limit —1. Discussion of this
concept must be postponed to the chapters on pie and the cal¬
culus.—P. 38.
4. A transcendental number is one which is not the root of an
algebraic equation with integer coefficients. See pie. —P. 49.
5. Any terminating decimal, such as .4, has a nonterminating form
.3999. . . —P. 51.
6. A simple geometric interpretation of the class of all one-valued
functions F is the following: With each point of a line segment,
associate a color of the spectrum. The class F is then composed
of all possible combinations of colors and points that can be
conceived.—P. 54.
PIE (TrJ.e)
Transcendental and Imaginary
In order to reach the Truth, it is necessary, once in one's
life, to put everything in doubt—so far as possible.
—DESCARTES
Perhaps pure science begins where common sense ends;
perhaps, as Bergson says, “Intelligence is characterized
by a natural lack of comprehension of life.’' ' But we have
no paradoxes to preach, no epigrams to sell. It is only
that the study of science, particularly mathematics, often
leads to the conclusion that one need only say that a thing
is unbelievable, impossible, and science will prove him
wrong. Good common sense makes it plain that the earth
is flat and stands still, that the Chinese and the Antipo-
deans walk about suspended by their feet like chandeliers,
that parallel lines never meet, that space is infinite, that
negative numbers are as real as negative cows, that -1
has no square root, that an infinite series must have an
infinite sum, or that it must be possible with ruler and
compass alone to construct a square exactly equal in area
to a given circle.
Just how far have we been carried by common sense
in arriving at these conclusions? Not very far! Yet some of
the statements seem quite plausible, even inescapable.
It would be wrong to say that science has proved that all
are false. We may still cling to the Euclidean hypothesis
that parallel lines never meet and remain always equi-
66 Mathematics and the Imagination
distant, as long as we remember it is merely a hypothesis,
but the statements about the squaring of the circle, the
square root of —1, and about infinite series belong in a
different category.
The circle can not be squared with ruler and compass,
— 1 has a square root. An infinite series can have a finite
sum. Three symbols, tt, e, have enabled mathemati¬
cians to prove these statements, three symbols which rep¬
resent the fruits of centuries of mathematical research.
How do they stand up to common sense?
*
The most famous problem in the entire history of math¬
ematics is the “squaring of the circle.’^ Two other prob¬
lems which challenged Greek geometers, the “duplication
of the cube” and the “trisection of an angle,” may, as a
matter of interest, be briefly considered with the first,
even though squaring the circle alone involves tt.
In the infancy of geometry, it was discovered that it
was possible to measure the area of a figure bounded by
straight lines. Indeed, geometry was devised for that very
purpose—to measure the fields in the valley of the Nile,
where each year the floods from the rising river obliter¬
ated every mark made by the farmer to indicate which
fields were his and which his neighbors. Measuring areas
bounded by curved lines presented greater difficulties,
and an effort was made to reduce every problem of this
type to one of measuring areas with straight boundaries.
Clearly, if a square can be constructed with the area
of a given circle, by measuring the area of the square,
that of the circle is determined. The expression “squar¬
ing the circle” derives its name from this approach.
The number tt is the ratio of the circumference of a
circle to its diameter. The area of a circle of radius r is
PIE (tt, i, e)—Transcendental and Imaginary 67
given by the formula Now the area of a square with
side of length A is A^. Thus, the algebraic statement:
A^ = irr^ expresses the equivalence in area between a
given square and a circle. Taking square roots of both
sides of this equation yields A = As r is a known
quantity, the problem of squaring the circle is, in effect,
the computation ^ of the value of tt.
Since mathematicians have succeeded in computing
TT with extraordinary exactitude, what then is meant by
the statement, “It is impossible to square the circle?’*
Unfortunately, this question is still shrouded in many
misapprehensions. But these would vanish if the problem
were understood.
*
Squaring the circle is proclaimed impossibUy but what
does “imfxjssible” mean in mathematics? The first steam
vessel to cross the Atlantic carried, as part of its cargo, a
book that “proved” it was impossible for a steam vessel
to cross anything, much less the Atlantic. Most of the
savants of two generations ago “proved” that it would be
forever impossible to invent a practical heavier-than-air
flying machine. The French philosopher, Auguste Comte,
demonstrated that it would always be impossible for the
human mind to discover the chemical constitution of the
stars. Yet, not long after this statement was made the
spectroscope was applied to the light of the stars, and we
now know more about their chemical constitution, in¬
cluding those of the distant nebulae, than we know about
the contents of our medicine chest. As just one illustra¬
tion, helium was discovered in the sun before it was found
in the earth.
Museums and patent offices are filled with cannons,
clocks, and cotton gins, already obsolete, each of which
6
68 Mathematics and the Imagination
confounded predictions that their invention would be im¬
possible. A scientist who says that a machine or a project
is impossible only reveals the limitations of his day. What¬
ever the intentions of the prophet, the prediction has none
of the qualities of prophecy. “It is impossible to fly to the
moon” is meaningless, whereas “We have not yet devised
a means of flying to the moon” is not.
Statements about impossibility in mathematics are of
a wholly different character. A problem in mathematics
which may not be solved for centuries to come is not
always impossible. “Impossible” in mathematics means
theoretically impossible, and has nothing to do with the
present state of our knowledge. “Impossible” in mathe¬
matics does not characterize the process of making a silk
purse out of a sow’s ear, or a sow’s ear out of a silk purse;
it does characterize an attempt to prove that 7 dmes 6 is
43 (in spite of the fact that people not good at arithmetic
often achieve the impossible). By the rules of arithmetic
7 times 6 is 42, just as by the rules of chess, a pawn must
make at least 5 moves before it can be queened.
Where theoretical proof that a problem cannot be
solved is lacking, it is legitimate to attempt a solution, no
matter how improbable the hope of success. For centuries
the construction of a regular polygon of 17 sides was
rightly considered difficult, but falsely considered im¬
possible, for the nineteen-year-old Gauss in 1796 suc¬
ceeded in finding an elementary construction.® On the
other hand, many famous problems, such as Fermat’s
Last Theorem,^ have defied solution to this day in spite
of heroic researches. To determine whether we have the
right to say that squaring the circle, trisecting the angle,
or duplicating the cube is impossible^ we must find logical
proofs, involving purely mathematical reasoning. Once
PIE (tt, z, e)—Transcendental and Imaginary 69
such proofs have been adduced, to continue the search
for a solution is to hunt for a three-legged biped.^
*
Having determined what mathematicians mean by
impossible, the bare statement, “It is impossible to square
the circle” still remains meaningless. To give it meaning
we must specify how the circle is to be squared. When
Archimedes said, “Give me a place to stand and I will
move the earth,” he was not boasting of his physical
powers but was extolling the principle of the lever. When
it is said that the circle cannot be squared, all that is
meant is that this cannot be done with ruler and compass alone^
although with the aid of the integraph or higher curves
the operation does become possible.
Let us repeat the problem; It is required to construct
a square equal in area to a given circle, by means of an
exact theoretical plan, using only two instruments: the
ruler and compass. By a ruler is meant a straightedge,
that is, an instrument for drawing a straight line, not
for measuring lengths. By a compass is meant an instru¬
ment with which a circle with any center and any radius
can be drawn. These instruments are to be used a finite
number of times, so that limits or converging processes
with an infinite number of steps may not be employed.®
The construction, by purely logical reasoning, depending
only on Euclid’s axioms and theorems, is to be absolutely
exact.
The concepts of “limit” and “convergence” are more
fully explained elsewhere,’ but a word about them here
is in place.
Consider the familiar series 1 + ^ + l +
3 T "t" • - • The sum of the first 5 terms of this series is
1.9375; the sum of the first 10 terms is 1.9980 . . . ; the
70 Mathematics and the Imagination
sum of the first 15 is 1.999781 . . . What is readily appar¬
ent is that this series tends to choke off, i.e., the additional
terms which are added become so small that even a vast
number will not cause the series to grow beyond a finite
bound. In this instance the bound, or limit, is 2. Such a
series which chokes off is said to ^^convergd"^^ to a ^^limitJ*^
FIG. 15,—An infinite number of terms with a finite sum.
If the width of the first block is one foot, the width of
the second foot, of the third \ foot, of the fourth J foot,
and so one, then an infinite number of blocks rests on the
2-foot bar, that is:
The geometric analogues of the concepts of limit and
convergence are equally fruitful. A circle may be re¬
garded as the limit of the polygons with increasing num¬
ber of sides which may be successively inscribed in it, or
circumscribed about it, and its area as the common limit
of both of these sets of polygons.
This is not a rigorous definition of limit and conver¬
gence, but too often mathematical rigor serves only to
bring about another kind of rigor —rigor mortis of math¬
ematical creativencss.
PIE (tt, i, e)—Transcendental and Imaginary 71
To return to squaring the circle: the Greeks, and later
mathematicians, sought an exact construction with ruler
and compass, but always failed. As we shall see later, all
ruler and compass constructions are geometric equiva¬
lents of first- and second-degree algebraic equations and
combinations of such equations. But the German mathe¬
matician Lindemann, in 1882, published a proof that tt
is a transcendental number and thus any equation which
satisfies it cannot be algebraic and surely not algebraic of
first or second degree. It follows that the statement, “The
squaring of the circle is impossible with ruler and compass
alone,” is meaningful.
So far as the other two problems are concerned, thanks
in part to the work of “the marvelous boy . . . who
perished in his prime,” the sixteen-year-old Galois, it was
established about one hundred years ago that the dupli¬
cation of the cube and the trisection of an angle are also
impossible with ruler and compass. We may allude to
them briefly.
There is a story among the Greeks that the problem of
duplicating the cube originated in a visit to the Delphic
oracle. There was an epidemic raging at the time, and
the oracle said the epidemic would cease only if a cubical
altar to Apollo were doubled in size. The masons and
architects made the mistake of doubling the side of the
cube, but that made the volume eight times as great. Of
course the oracle was not satisfied, and the Greek math¬
ematicians, on re-examining the problem began to see
that the right answer involved, not doubling the side,
but multiplying it by the cube root of 2. This could not
be done geometrically with ruler and compass. They
finally succeeded by using other instruments and higher
curves. The oracle was appeased and the epidemic
72 Mathematics and the Imagination
ceased. You may believe the story or not, much as you
choose, but you cannot “duplicate the cube.”®
The trisection of an angle has received a good deal of
attention in the newspapers during the past few years
because monographs continue to crop up which claim to
solve the problem completely. The fallacies contained in
these “solutions” are of four kinds: they are sometimes
merely approximate and not exact; instruments other
than the ruler and compass are occasionally used, either
wittingly or unwittingly; at times there is a logical fallacy
in the intended proof; and often only special and not
general angles are considered. An angle can be bisected
but not trisected by elementary geometry, since the first
problem involves merely square roots, while the second
involves cube roots, which, as we have stated, cannot be
constructed with ruler and compass.
★
The difficulty in squaring the circle, as stated at the
outset, lies in the nature of the number tt. This remark¬
able number, as Lindemann proved, cannot be the root
of an algebraic equation with integer coefficients.^® It is
therefore not expressible by rational operations, or by the
extraction of square roots, and as only such operations
can be translated into an equivalent ruler and compass
construction, it is impossible to square the circle. The pa¬
rabola is a more complicated curve than a circle, but
nevertheless, as Archimedes knew, any area bounded by a
parabola and a straight- line can be determined by ra¬
tional operations, and hence the “parabola can be
squared.”
Lindemann’s proof is too technical to concern us here.
If, however, we consider the history and development of
TT, we shall be in a better position to understand its
PIE (x, z, e)—Transcendental and Imaginary 73
purpose without being compelled to master its difficulties.
If a triangle is inscribed in a circle (fig. 16), the area of
the inscribed triangle will be less than the area of the
circle:
no. 16.—^The circle as the limit of inscribed and
circumscribed polygons.
The difference between the area of the circle and the
triangle are the three shaded portions of the circle. Now
consider the same circle with a triangle circumscribed about
it (Fig. 16). The area of the circumscribed triangle will
be greater than the area of the circle. The three shaded
portions of the triangle again represent the difference in
area. It may readily be seen that if the number of sides of
the inscribed figure is doubled, the area of the resulting
hexagon will be less than the area of the circle, but closer
to it than the area of the inscribed triangle. Similarly, if
the number of sides of the circumscribed triangle is
doubled, the area of the circumscribed hexagon will still
be greater than the area of the circle but, again, closer to
*74 Mathematics and the Imagination
it than the area of the circumscribed triangle. By well-
known, simple, geometric methods, employing only ruler
and compass, the number of sides of the inscribed and
circumscribed polygons may be doubled as many times as
desired. The area of the successively inscribed polygons
will approach that of the circle, but will always remain
slightly less; the area of the circumscribed polygons will
also approach that of the circle but their area will always
remain slightly greater. The common value approached
by both is the area of the circle. In other words, the circle
is the limit of these two series of polygons. If the radius of
the circle is equal to 1, its area, which equals ttt^, is
simply TT.
This method of increasing and decreasing polygons for
computing the value of tt was known to Archimedes, who,
employing polygons of 96 sides, showed that tt is less than
and greater than • Somewhere in between lies the
area of the circle.
Archimedes’ approximation for tt is considerably closer
than that given in the Bible. In the Book of Kings, and in
Chronicles, tt is given as 3. Egyptian mathematicians
gave a somewhat more accurate value—3.16. The fa¬
miliar decimal—3.1416, used in our schoolbooks, was
already known at the time of Ptolemy in 150 a.d.
Theoretically, Archimedes’ method for computing tt
by increasing the number of sides of the polygons may
be extended indefinitely, but the requisite calculations
soon become very cumbersome. None the less, during
the Middle Ages such calculations were zealously carried
out.
Francisco Vieta, the most eminent mathematician of
the sixteenth century, though not a professional, made a
great advance in the calculation of tt in determining its
PIE (tt, 2 , e)—Transcendental and Imaginary 75
value to ten decimal places. In addition to giving the
formula:
a nonterminating product, and making many other im¬
portant mathematical discoveries, Vieta rendered service
to King Henry IV of France, in the war against Spain,
by deciphering intercepted letters addressed by the Span¬
ish Crown to its governors of the Netherlands, The Span¬
iards were so impressed that they attributed his discovery
of the cipher key to magic. It was neither the first nor the
last time that the efforts of mathematicians were branded
as necromancy.
In 1596 Ludolph van Ceulen, the German mathe¬
matician, long a resident in Holland, calculated 35
decimal places for tt. Instead of the epitaph, “died at 40,
buried at 60,” appropriate where cerebration ceases
just when life is supposed to begin, van Ceulen, who
worked on tt almost to the day of his death at the age of
70, requested that the 35 digits of tt which he had com¬
puted be inscribed as a fitting epitaph on his tombstone.
This was actually done. The value he gave for tt is, in
part, 3.14159 26535 89793 23846... In memory of his
achievement the Germans still call this number the Lu-
dolphian number. We propose to call tt the Archimedean
number.
*
The number tt reached maturity with the invention
of the calculus by Newton and Leibniz. The Greek
method was abandoned and the purely algebraic device
of convergent infinite series, products, and continued
fractions came into vogue. John Wallis (1616-1703), the
76 Mathematics and the Imagination
Englishman, contributed one of the most famous prod
ucts:
Leibniz’ infinite series, unlike Wallis’ product for tt,
is a sum:
The successive products and sums of the terms of these
series yield values of tt as accurate as desired. These proc¬
esses, typical of the powerful methods of approximation
used not only in mathematics but in the other sciences,
although much less cumbersome than the method em¬
ployed by the Greeks, still entail a great deal of calcula¬
tion. The products of Wallis’ series are:
1 ’13 3’1^3^3 9’1^3 3 5 45’
etc.
2
FIG. 17.—Wallis’ product.
PIE (tt, i, e)—Transcendental and Imaginary 77
Taking the successive sums of Leibniz’ series, we obtain;
1 , = 1.1 1 76
’ 3 3 ’ ^ 3 ^ 5 “ 15 ’
1 — i -|- i _ 1 =
3 ^ 5 7 105 ’
etc.
1
•’A
♦ Vs -Vt
y I _ I
+
...)-
FIG. 18. —Leibniz’ series.
^ = 0.795 . . .
5 = i -1 + 1_1 + !_± +
After taking the first 50 terms of these series, the next
50 will not yield an appreciably more accurate value
of TT, for the series converge rather slowly. The rapidly
convergent series
= J- +J_^
4 \5 3-53 ^5-5^ 7-5^
U _^ + _^
\239 3-2393 ^ 5.2393 7.2397 -r . . -y
is much more useful, and is frequently employed in mod¬
ern mathematics. Its relation to tt was established by
Machin (1680-1752). Using even more rapidly converg¬
ing series, Abraham Sharp, in 1699, calculated tt to 71
decimal places. Dase, a lightning calculator employed by
Gauss, worked out 200 places in 1824. In 1854, Richter
computed 500 places, and finally, in 1873, Shanks, an
English mathematician, achieved a curious kind of im¬
mortality by determining tt to 707 decimal places. Even
78 Mathematics and the Imagination
today it would require 10 years of calculation to deter¬
mine TT to 1000 places. Yet that does not seem like a waste
of time as compared with the billions of hours spent by
millions of people on crossword puzzles and contract
bridge, to say nothing of political debates.
Of course Shank’s result has no conceivable use in ap¬
plied science. No more than 10 decimal places for tt are
ever needed in the most precise work. The famous Amer¬
ican astonomer and mathematician, Simon Newcomb,
once remarked, “Ten decimal places are sufficient to give
the circumference of the earth to the fraction of an inch,
and thirty decimals would give the circumference of the
whole visible universe to a quantity imperceptible with
the most powerful telescope.”
Why, then, has so much time zind effort been devoted
to the calculation of tt? The reason is twofold. First, by
studying infinite series mathematicians hoped they
might find some clue to its transcendental nature.
Second, the fact that tt, a purely geometric ratio, could
be evolved out of so many arithmetic relationships—out
of infinite series, with apparendy little or no relation to
geometry—was a never-ending source of wonder and a
never-ending stimulus to mathematical acdvity.
Who would imagine—that is, who but a mathemati¬
cian—that the number expressing a fundamental relation
between a circle and its diameter could grow out of the
curious fraction communicated by Lord Brouncker
(1620-1684) to John Wallis?
4
1 + P
2 + 32
2 + 52
2 + 72 . . .
TT
PIE (tt, z, e)—Transcendental and Imaginary 79
But just such relations between infinite series and tt
illustrate the profound connection between most mathe¬
matical forms, geometric or algebraic. It is mere coinci¬
dence, a mere accident that tt is defined as the ratio of
the circumference of a circle to its diameter. No matter
how mathematics is approached, tt forms an integral
part.*^ In his Budget of Paradoxesy Augustus De Morgan
illustrated how little the usual definition of tt suggests its
origin. He was explaining to an actuary what the chances
were that, at the end of a given time a certain proportion
of a group of people would be alive, and quoted the for¬
mula employed by actuaries which involves tt. On ex¬
plaining the geometric meaning of tt, the actuary, who
had been listening with interest, interrupted and ex¬
claimed, “My dear friend, that must be a delusion.
What can a circle have to do with the number of people
alive at the end of a given time?”
To recapitulate briefly, the problem of squaring the
circle turns out to be an impossible construction with
ruler and compass alone. The only constructions possible
with these instruments correspond to first- and second-
degree algebraic equations. Lindcmann proved that tt is
not only not the root of a first- or second-degree algebraic
equation, but is not the root of any algebraic equation
(with integer coefficients), no matter how great the de¬
gree; therefore tt is transcendental. Here, then, is the end
of every hope of proving this classical problem in the in¬
tended way. Here is mathematical impossibility.
*
When the Greek philosophers found that the square
root of 2 is not a rational number, t^ey celebrated the
discovery by sacrificing 100 oxen. The much more pro¬
found discovery that tt is a transcendental number de-
8o
Mathematics and the Imagination
serves a greater sacrifice. Again mathematics triumphed
over common sense, tt, a finite number the ratio of the
circumference of a circle to its diameter is accurately
expressible only as the sum or product of an infinite series
of wholly different and apparently unrelated numbers.
The area of the simplest of all geometric figures, the
circle, Ccinnot be determined by finite (Euclidean) means.
e
In the seventeenth century, perhaps the greatest of all
for the development of mathematics, there appeared a
work which in the history of British science can be placed
second only to Sir Isaac Newton’s monumental Principia.
In 1614, John Napier of Merchiston issued his Mirifici
Logariihmorum Canonis Descriptio, (“A Description of the
Admirable Table of Logarithms”), the first treatise on
logarithms.*® To Napier, who also invented the decimal
point, we are indebted for an invention which is as im¬
portant to mathematics as Arabic numerals, the concept
of zero, and the principle of positional notation.*'* With¬
out these, mathematics would probably not have ad¬
vanced much beyond the stage to which it had been
brought 2000 years ago. Without logarithms the com¬
putations accomplished daily with ease by every math¬
ematical tyro would tax the energies of the greatest math¬
ematicians.
Since e and logarithms have the Scime genealogical tree
and were brought up together, we may for the moment
turn our attention to logarithms to ascertain something
of the nature of the number e.
Stupendous calculations being required to construct
trigonometric tables for navigation and astronomy, Na¬
pier was prompted to invent some device to facilitate
these computations. Although contemporaries like Vieta
PIE (tt, z, e)—Transcendental and Imaginary 8i
and Ceulen vied with each other in performing almost
unbelievably difficult feats of arithmetic, it was at best
a labor of love, an exalted drudgery and self-immolation,
with love’s labor often lost as the result of one small
slip.
Napier succeeded in achieving his purpose, in abbre¬
viating the operations of multiplication and division, op¬
erations “so fundamental in their nature that to shorten
them seems impossible.” Nevertheless, by means of loga¬
rithms, every problem in multiplication and division, no
matter how elaborate, reduces to a relatively easy one
in addition and subtraction. Multiplying and dividing
googols and googolplexes becomes as easy as adding a
simple column of figures.
Like many another of the profound and fecund inven¬
tions of mathematics, the underlying idea was so simple
that one wonders why it had not been thought of earlier.
Cajori recounts that Henry Briggs (1556-1631), professor
of geometry at Oxford, “was so struck with admiration
of Napier’s book, that he left his studies in London to
do homage to the Scottish philosopher. Briggs was de¬
layed in his journey, and Napier complained to a com¬
mon friend, ‘Ah, John, Mr. Briggs will not come.’ At
that very moment knocks were heard at the gate, and
Briggs was brought into the lord’s chamber. Almost one
quarter of an hour was spent, each beholding the other
without speaking a word. At last Briggs began: ‘My lord,
I have undertaken this long journey purposely to see your
person, and to know by what engine of wit or ingenuity
you came first to think of this most excellent help in as¬
tronomy, viz. the logarithms; but, my lord, being by you
found out, I wonder nobody found it out before, when
now known it is so easy.* ”
32 Mathematics and the Imagination
Napier’s conception of logarithms was based on an
ingenious and well-known idea: a comparison between
2 moving points, one of which generates an arithmetical,
the other a geometric progression.
The two progressions:
Arithmetical— 0 1 23 4567 8...
Geometric— 1 2 4 8 16 32 64 128 256 ...
bear to each other this interesting relationship: If the
terms of the arithmetical progression are regarded as
exponents (powers) of 2, the corresponding terms of the
geometric progression represent the quantity resulting
from the indicated operation. Thus,'^ 2° = 1, 2' == 2,
22 ^ 4 23 = 8, 2^ = 16, 2^ = 32, etc. Furthermore, to
determine the value of the product 2^ X 2^, it is
necessary to add the exponents, obtaining 2^^ = 2®,
which is the desired product. Calling 2 the base, each term
in the arithmetical progression is the logarithm oJ the corre¬
sponding term of the geometric progression.
Napier explained this notion geometrically as follows:
A point S moves along a straight line, AB, with a velocity
at each point Si proportional to the remaining distance
SiB. Another point R moves along an unlimited line, CD,
with a uniform velocity equal to the initial velocity of S.
If both points start from A and C at the same time, then
the logarithm of the number measured by the distance
S\B is measured by the distance CR\.
FIG. 19.—Napier’s d*;Tiamic interpretation of
logarithms.
PIE (ir, iy e)—Transcendental and Imaginary 83
By this method, as S^B decreases, its logarithm CR^
increases. But it soon became apparent that it was advan¬
tageous to define the logarithm of 1 as zero, and to have
the logarithm grow with the number. Napier changed his
system accordingly.
One of the fruits of the higher education is the illumi¬
nating view that a logcu-ithm is merely a number that
is found in a table. We shall have to widen the curric¬
ulum. If a, by and c are three numbers related by the
equation ~ c, then by the exponent of a, is the loga¬
rithm of c to the base a. in other words, the logarithm of a
number to the base a is the power to which a must be
raised to obtain that number. In the example, 2^ = 8,
the logarithm of 8 to the base 2 is 3. Or 10^ = 100, and
the logarithm of 100 to the base 10 equals 2. The concise
way of expressing this is: 3 = log 2 8, 2 = log 10 100. The
simple table below gives all the essential properties of
logarithms:
(1) loga {b X c)
(2) log. 0 =
= loga b -f loga
loga b — loga C,
(3) loga b‘ = C X loga b.
(4) logaV^ b = (7)
Equations (1) and (2) indicate how to multiply or
divide two numbers; nothing more is required than to
add or subtract their respective logarithms. The result
obtained is the logarithm of the product, or quotient.
Equations (3) and (4) show that with the aid of loga¬
rithms the operations of raising to powers and extracting
roots may be replaced by the much simpler ones of
multiplication and division.
7
84 Mathematics and the Imagination
Extensive tables of logarithms were soon constructed
to the base 10 and to the Napierian or natural base e. So
widely were these tables distributed that mathematicians
all over Europe were able to avail themselves of the use of
logarithms within a very short time of their invention.
Kepler was one who not only saw the tables of Napier but
himself advanced their development; he was thus one of
the first of the legion of scientists whose contributions to
knowledge were greatly facilitated by logarithms.
The two systems of logs to the two bases, 10 and e
(the Briggs and the natural base respectively), are the
principal ones still in use, with e predominating.^® Like
TT, the number e is transcendental and like tt it is what
P. W. Bridgman names a “progrcim of procedure,”
rather than a number, since it can never be completely
expressed ( 1 ) in a finite number of digits, ( 2 ) as the root
of an algebraic equation with integer coefficients, (3) ^ a
nonterminating but repeating decimal. It can only be
expressed with accuracy as the limit of a convergent
infinite series or of a continued fraction. The simplest
and most familiar infinite series giving the value of e is:
Accordingly, its value may be approximated as closely
as we please by taking additional terms of the series.
To the tenth decimal places = 2.718281285. A glance at
the table below will indicate how an infinite convergent
series behaves as more and more of its terms are summed.
( 1 ) 1 + 1 ; = 2 -
( 2 ) 1 + ^ + ^
= 2.5
PIE (tt, i, e)—Transcendental and Imaginary 85
( 3 ) 1 + ^ ^ ^ = 2.6666666 ...
(4) l+^ + ^ + l + l = 2.7083334 ...
(5) l+i + ^ + i^ + l + ± = 2.7166666 ...
W 1 + ^ + . . . + i = 2.7180555 ...
(■ 7 ) 1 + + • . . + = 2.7182539 ...
(8) 1 + ^ + . . . + ^ = 2.7182787 ...
(9) 1 + ^ + . . . + ^ = 2.7182818 . ..
Upon taking a few more terms, e looks like this:
2.7182818284590452353602874 . . .
Euler, who undoubtedly had the Midas touch in math¬
ematics, not only invented the symbol e and calculated its
value to 23 places, but gave several very interesting ex¬
pressions for it, of which these two are the most important:
(1) e = 2+ 1
1 -hi _
2 + 2
3 + 3
4 + 4
5 + 5...
86 Mathematics and the Imagination
( 2 ) = 1+1
T +j_
1 + 1 _
1 + 1 _
5 + ^
1
1 +J_
1 +2
9...
The need for navigational tables was not alone re¬
sponsible for the development of logarithms. Big business,
particularly banking, played its part as well. A remark¬
able series, the limiting value of which is e, arises in the
preparation of tables of compound interest. This series
is obtainable from the expansion of ^1
comes infinite. The origin of this important expression
is interesting.
Suppose your bank pays 3 per cent interest yearly on
deposits. If this interest is added at the end of each year,
for a period ot three years, the total amount to your
credit, assuming an original capital of $1.00, is given
by the formula; (1 + .03)®. If the interest is compounded
semiannually, after the three-year period the total of
principal plus interest would be
.03\ 2X3
t) ■
Imagine however that you are fortunate enough to
find a philanthropic bank which decides to pay 100 per
cent interest a year. Then the amount to your credit at
the end of the year will be(l + 1)^ = $2.00. If the inter¬
est is compounded semiannually, the amount will be
PIE (tt, i, e)—Transcendental and Imaginary 87
~1” 2 )^^ “ or $2.25. If it is compounded quarterly,
it will be (1 + = $2.43. It seems clear that the more
often the interest is compounded, the more money you
will have in the bank. By a further stretch of the imagina¬
tion, you may conceive of the possibility that the philan¬
thropic bank decides to compound the interest continuously,
that is to say at every instant throughout the year. How
much money will you then have at the end of the year?
No doubt a fortune. At least, that is what you would sus¬
pect, even allowing for what you know about banks. In¬
deed you might become, not a millionaire, not a billion¬
aire, but more nearly what could be described as an “in-
finitaire.” Alas, banish all delusions of grandeur, for the
process of compounding interest continuously, at every
instant, generates an infinite series which converges to the
limit e. The sum on deposit after this hectic year, with its
apparent promise of untold riches, would be not quite
$2.72. For, if one takes the trouble to expand
as n becomes very large, the successive values thus ob¬
tained approximate to the value of e, and where n be¬
comes infinite,
actually yields the infinite series
for e:
Besides serving as the base for the natural logarithms,
f is a number useful everywhere in mathematics and
applied science. No other mathematiccil constant, not
even tt, is more closely connected with human affairs.
In economics, in statistics, in the theory of probability,
and in the exponential function, e has helped to do one
88 Mathematics and the Imagination
thing and to do that better than any number yet dis¬
covered. It has played an integral part in helping mathe¬
maticians describe and predict what is for man the most
important of all natural phenomena—that of growth.
The exponential function, y = is the instrument
used, in one form or another, to describe the behavior
of growing things. For this it is uniquely suited: it is the
only function of x with a rate of change with respect to x equal
to the function itself.'^ A function, it will be remembered,
is a table giving the relation between two variable quan¬
tities, where a change in one implies some change in the
other. The cost of a quantity of meat is a function of its
weight; the speed of a train, a function of the quantity of
coal consumed; the amount of perspiration given off, a
function of the temperature. In each of these illustrations,
a change in the second variable; weight, quantity of coal
consumed, and temperature, is correlated with a change
in the first variable: cost, speed, and volume of perspira¬
tion. The symbolism of mathematics permits functional
relationships to be simply and concisely expressed. Thus,
y = x^ y = x"^, y — sin x, y = csch x^ y = e^ are ex¬
amples of functions.
A function is not only adequate to describe the behav¬
ior- of a projectile in flight, a volume of gas under changes
of pressure, an electric current flowing through a wire,
but also of other processes which entail change, such as
growth of population, growth of a tree, growth of an
amoeba, or as we have just seen, growth of capital and
interest. What is peculiar to every organic process is that
the rate of growth is proportional to the state of growth.
The bigger something is, the faster it grows. Under ideal
conditions, the larger the population of a country be¬
comes, the faster it increases. The rate of speed of many
PIE (ttj 2, e)—Transcendental and Imaginary 89
chemical reactions is proportional to the quantity of the
reacting substances which are present. Or, the amount
of heat given off by a hot body to the surrounding me¬
dium is proportional to the temperature. The rate at
which the total quantity of a radioactive substance dimin¬
ishes at any instant, owing to emanations, is proportional
to the total quantity present at that instant. All these phe¬
nomena, which either are, or resemble, organic processes,
may be accurately described by a form of the exponential
function (the simplest beings = for this has the prop¬
erty that its rate of change is proportional to the rate
of change of its variable.
♦
A universe in which e and tt were lacking, would not,
as some anthropomorphic soul has said, be inconceivable.
One could hardly imagine that the sun would fail to
rise, or the tides cease to flow for lack of tt and But
without these mathematical artifacts, what we know
about the sun and the tides, indeed our ability to describe
all natural phenomena, physical, biological, chemical
or statistical, would be reduced to primitive dimensions.
Alice was criticizing Humpty Dumpty for the liberties
he took with words: “When I use a word,” Humpty
replied, in a scornful tone, “it means just what I choose
it to mean—neither more nor less.” “The question is,”
said Alice, whether you can make a word mean so
mai\y different things.” “The question is,” said Humpty,
“which is to be master, that’s all.”
Those who are troubled (and there are many) by the
word imaginary” as it is used in mathematics, should
hearken unto the words of H. Dumpty. At most, of
course, it is a small matter. In mathematics familiar
go Mathematics and the Imagination
words are repeatedly given technical meanings. But as
Whitehead has so aptly said, this is confusing only to
minor intellects. When a word is precisely defined, and
signifies only one thing, there is no more reason to
criticize its use than to criticize the use of a proper name.
Our Christian names may not suit us, may not suit our
friends, but they occasion litde misunderstanding. Con¬
fusion arises only when the same word packs several
meanings and is what Humpty D. calls a “portmanteau.**
Semantics, a rather fashionable science nowadays, is
devoted to the study of the proper use of words. Yet there
is much more need for semantics in other branches of
knowledge than in mathematics. Indeed, the larger part
of the world’s troubles today arise from the fact that
some of its more voluble magnificoes are definitely anti-
semantic.
An imaginary number is a precise mathematical idea.
It forced itself into algebra much in the same way as
did the negative numbers. We shall see more clearly how
imaginary numbers came into use if we consider the
development of their progenitors—the negatives.
Negative numbers appeared as roots of equations as
soon as there were equations, or rather, as soon as mathe¬
maticians busied themselves with algebra. Every equa¬
tion of the form ax -\- b — 0, where a and b are greater
than zero, has a negative root.
The Greeks, for whom geometry was a joy and algebra
a necessary evil, rejected negative numbers. Unable to
fit them into their geometry, unable to represent them
by pictures, the Greeks considered negative numbers no
numbers at all. But algebra needed them if it were to
grow up. Wiser than the Greeks, wiser than Omar
Khayyam,the Chinese and the Hindus recognized
negative numbers even before the Christian era. Not as
PIE (ttj 2, e) ’Transcendental and Imaginary gi
learned in geometry, they had no qualms about numbers
of which they could draw no pictures. There is a repeti¬
tion of that indifference to the desire for concrete repre¬
sentation of abstract ideas in the contemporary theories
of mathematical physics, (relativity, the mechanics of
quanta, etc.) which, although understandable as symbols
on paper, defy diagrams, pictures, or adequate metaphors
to explain them in terms of common experience.
Cardan, eminent mathematician of the sixteenth cen¬
tury, gambler, and occasional scoundrel, to whom al¬
gebra is vasdy indebted, first recognized the true im¬
portance of negative roots. But his scientific conscience
twitted him to the point of calling them “fictitious.”
Raphael Bombelli of Bologna carried on from where
Cardan left off. Cardan had talked about the square roots
of negative numbers, but he failed to understand the con¬
cept of imaginaries. In a work published in 1572, Bom¬
belli pointed out that imaginary quantities were essential
to the solution of many algebraic equations. He saw that
equations of the form -\- a = Oy where a is any num-
ber g^reater than 0, could not be solved except with the
aid of imaginaries. In trying to solve a simple equation
+ 1 = 0, there are two alternatives. Either the equa¬
tion is meaningless, which is absurd, or is the square
root of —1, which is equally absurd. But mathematics
thrives on absurdities, and Bombelli helped it along by
accepting the second alternative.
♦
Three hundred and fifty years have gone by since
Bombelli made his choice. Philosophers, sciendsts, and
those with that minor-key quality of mind known as
plain common sense have criticized, in ever-increasing
diminuendo, the concept of the imaginary. All of these
worthies are dead, most of them forgotten, while imagi-
92
Mathematics and the Imagination
nary numbers flourish wickedly and wantonly over the
whole field of mathematics.
Occasionally, even the. masters snickered. Leibniz
thought: “Imaginary numbers are a fine and wonderful
refuge of the Holy Spirit, a sort of amphibian between
being and not being.’* Even the mighty Euler said that
numbers like the square root of minus one “are neither
nothing, nor less than nothing, which necessarily con¬
stitutes them imaginary, or impossible.” He was quite
right, but what he omitted to say was that unaginanes
were useful and essential to the development of mathe¬
matics. And so they were allotted a place in the number
domain with all the rights, privileges, and immunities
thereunto appertaining. In time, the fears and queasiness
about their essence all but vanished, so that the judgment
of Gauss is the judgment of today:
Our general arithmetic, so far surpassing in extent the
geometry of the ancients, is entirely the creation of modem
times. Starting originally from the notion of absolute integers,
it has gradually enlarged its domain. To integers have been
added fractions, to rational quantities, the irrational, to pos¬
itive, the negative, and to the real, the imaginary. This ad¬
vance, however, had always been made at first with timorous
and hesitating steps. The early algebraists called the negative
roots of equations false roots, and this is indeed the case when
the problem to which they relate has been stated in such a
form that the character of the quantity sought allows of no
opposite. But just as in general arithmetic no one would
hesitate to admit fractions, although there are so many count¬
able things where a fraction has no meaning, so we would not
deny to negative numbers the rights accorded to positives,
simply because innumerable things admit of no opposite. The
reality of negative numbers is sufficiently justified since m
innumerable other cases they find an adequate interpretauon.
PIE (tt, z, e)—Transcendental and Imaginary 93
This has long been admitted, but the imaginary quantities,
formerly, and occasionally now, improperly called impossible,
as opposed to real quantities—are still rather tolerated than
fully naturalized; they appear more like an empty play upon
symbols, to which a thinkable substratum is unhesitatingly
denied, even by those who would not depreciate the rich
contribution which this play upon symbols has made to the
treasure of the relations of real quantities.
*
Imaginary numbers, like four-dimensional geometry,
developed from the logical extension of certain proc¬
esses. The process of extracting roots is called evolution.
It is an apt name, for imaginary numbers were literally
evolved out of the extension of the process of extracting
ro ots. I f 's/a, y/l, 's/ll had meaning, why not \/ — 4 ,
a/ ~ 7, \/ — 11? If — 1 =0 had a solution, why not
+ I =0? The recognition of imaginaries was much
like the United States recognizing Soviet Russia—the
existence was undeniable, all that was required was for¬
mal sanction and approval.
is the best-known imaginary. Euler represented
It by the symbol “z"” which is still in use.^^ It is idle to
be concerned with the question, “What number when
multiplied by itself equals —1?’’ Like all other numbers,
i is a symbol which represents an abstract but very
precise idea. It obeys all the rules of arithmetic with the
added convention that iXi = —1. Its obedience to these
rules and its manifold uses and applications justify its
existence regardless of the fact that it may be an anomaly.
The formal laws of operation for i are easy:
Since the rule of signs provides:
( + 1) X (+1) = + 1 I /(-I) X ( + 1) = -1
( + 1) X (-1) = - 1 / \(-l) X (-1) = +1
Mathematics and the Imagination
Accordingly:
i X ( + 1 ) =
i X ( - 1 ) = - V - 1
- t X ( - 1 ) = + ^
=
i X ! =
= - 1
i X i y. i = _
= (V“)
= - 1 )
= -
ixiyiyi = ,_
= ( - 1 ) X ( - 1)
= + 1
!' X z' X i X i X I = ^
= (V^)* (V -1 )Mv' - 1)
= ( - 1) X ( - 1) X V~^
= ( + 1) X V - 1
= — 1, etc.*
• From which we may construct a convenient table:
11
<
11
.
= V -1V -1 = -1
i*
= (V~1)’-(V -D’ = +1
= +iV -1 = >■
= +i(V^)* = -1
p
= -i (V- i)'= +1
_
The table shows that odd powers of i are equal to — *, or + *, and even
powers of i are equal to — 1 or +1.
PIE (tt, iy e') TTanscendental and Imaginary
Extension of the use of imaginaries has led to complex
numbers of the form a + iby where a and b are real
numbers (as distinguished from imaginaries). Thus 3 +
4i, 1 — 2 4- 3/ are examples of complex numbers.
The enormously fruitful field of function theory is a
direct consequence of the development of complex num¬
bers. While this is a subject too technical and specialized,
we shall have occasion to mention complex numbers
again when we explain the geometric representation of
imaginaries. To that end, we must turn for a moment to
that mathematical idea which, as Boltzmann once said
seems almost cleverer than the man who invented it—
the science of Analytical Geometry.
♦
Program music is distinguished from absolute music,
which owes its coherence to structure, in that the purposes
of the former is to teU a story. In a certain sense, analyti¬
cal geometry can be distinguished from the geometry of
the Greeks as program music from absolute music. Geom-
etry, practical in its origin, was cultivated and developed
for its own sake both as a logical discipline and as a study
of form. Geometry was a manifestation of a striving for
the ideal. Shapes and forms that were beautiful, har¬
monious, and symmetric were appreciated and eagerly
studied. But the Greeks cultivated the practical only as
long as it had a beautiful side; beyond that, their math¬
ematics was hampered by their aesthetics.
There was left to Descartes the task of writing the
program music of mathematics, of devising a geometry
which tells a story. When it is said that every algebraic
equation has a picture, we are describing the relation
between analytical geometry and algebra. And just as
program music is as important and significant in itself as
g6 Mathematics and the Imagination
the stories it illustrates, so analytical geometry has its
own dignity and importance—is an autonomous math¬
ematical discipline.
*
The Jesuit Fathers were often very wise: at their school
at La Fleche, young Rene Descartes was permitted, be¬
cause of his delicate health, to remain in bed each day
until noon. What McGufFey would have prophesied
about the future of such a child is not difficult to imagine.
But Descartes did not turn out a complete profligate.
Indeed, his delightful habit of staying in bed until noon
bore at least one remarkable fruit. Analytical geometry
came to him one morning as he lay pleasantly in bed.
It is powerful, this idea of a co-ordinate geometry, yet
easy to understand. Consider two lines (axes) in a plane:
intersecting at right angles at a point R:
Y
FIG. 20.—The point p has the co-ordinates {rriy in').
Any point in the entire plane may then be unique y
determined by its perpendicular distance from the lines
xx' Sind yy'. The point P, for example, by the distances
m and Thus, a pair of numbers representing scalar
PIE (tt, 2 , e) Transcendental and Imaginary gy
distances along jirV and^' will determine every point in
the plane, and conversely, every point in the plane
determines a pair of numbers. These numbers are called
the co-ordinates of the point.
All distances on ata:' measured to the right of R are
called positive, to the left of /?, negative. Similarly, all
distances measured on yy' above R are positive, all
distances below, negative. The point of intersection, the
origin, is designated by the co-ordinates (0, 0). The con-
y'
FIG. 21.—The co-ordinate axes in the real plane.
vention for writing co-ordinates is to put down the
distance/rom they/ axis (i.e. the distance along the A.r'
axis) first, the distance/rom the xx' axis, along the yy' axis
second; thus: (0, 0), (4, 3), ( - 1, 5), (6, 0),' (0, 6),
Mathematics and the Imagination
( _ 6, - 5), (3, - 3), (- 8, 0), (0, - 8) are the co¬
ordinates of the points in Fig. 21.
Y'
Y
FIG. 22(a).—Graphic represenution of the equa¬
tion y = Jc®.
FIG. 22(b).—Graphic representation of the equation
y — sin X. This is the famous wave curve used to represent
many regular and periodic phenomena, i.e., electrical
current, the motion of a pendulum, radio trans^ssion,
sound and light waves, etc. (For the meaning of sin x, see
note in the chapter on the calculus.)
Coupling this notion with that of a function, it is not
difficult to see how an equation may be pictured in the
PIE (tt, e, e)—Transcendental and Imaginary 99
plane of analytic geometry. When a- and^ are functionally
related, to each value of x there corresponds a value of
which two values determine a point in the plane. The
totality of such number pairs, that is, all the values of
y corresponding to all the values of ;r, when joined by a
smooth curve as in Figs. 22(a,b,c), make up the geometri¬
cal portrait of an equation.
FIG. 22(c).—Graphic representation of the equa¬
tion^ = e*. This curve illustrates the property com¬
mon to all phenomena of growth: rate of growth is O
proportional to state of growth.
Employing co-ordinate geometry, how shall we rep¬
resent an imaginary number like A theorem in
A
8
100 Mathematics and the Imagination
elementary geometry, relating to the geometric mean,
furnishes the clue (see Fig.- 23).
In the right triangle ABC, the perpendicular AD divides
BC into two portions: BD^ DC. The length of the perpen¬
dicular AD equcils \/BD X DC, and is called the geo¬
metric mean of BD and DC. (Fig. 23.)
A Norwegian surveyor, Wessel, and a Parisian book¬
keeper, Argand, at the close of the eighteenth and begin¬
ning of the nineteenth centuries, independendy found
that imaginary numbers could be represented by the
application of this theorem. In Fig. 24:
Y'
Y
FIG. 24.—Geometric interpretation of i.
the distance S, from the origin to +1, is the geometric
mean of the triangle, bounded by the sides L and L , and
the base formed by that portion of the xx' axis from — 1
to 1.
Then 6' = -\/—1+1 — — \ — i
PIE (tt, 2 , e)—Transcendental and Imaginary \ o i
Here, then, is a geometric representation of an imaginary
number.
Extending this idea, Gauss built up the entire complex
plane. In the complex plane every point represented by a
complex number of the form x iy corresponds to the
point in the plane fixed by the co-ordinates a: and y. In
other words, a complex number may be regarded as a
pair of real numbers with the addition of the number i.
The use of i appears only on performing the operations of
multiplication and division. Conceive of a line joining
the point {a -j- ib) to the origin R. Then the operation
of multiplying by — 1 is equivalent to rotating that line
about the origin through 180° and shifting the point
from (+(2 -\-ib) to ( a — ib). The effect of multiplying a
number by i is such that when performed twice, P is
obtained, which is equivalent to multiplication by —1.
FIG. 25.—Multiplication by i is a rotation throueh 90°.-
Let /* = (a -j- ib').
Then, P X i = (a ib) X i
= (a X i) + (A X I X i)
= ta + 6 • -1
= —b ia
= d-
102 Mathematics and the Imagination
Therefore, multiplication by i is a rotation through only
90°.
Complex numbers may be added, subtracted, multi¬
plied, and divided, just as though they were real numbers.
The formal rules of these operations (the most interesting
being the substitution of — 1 for i^) are illustrated in the
examples below.
(1) X iy = x' iy' if, and only \S x = x' znd y = y'
(2) {x + iy) + ix' + iy') = {x + x') + i(y + /)
(3) (x -I- iy) - (x' + ty') = (x - x') -h i{y - /)
(4) (x -h iy) (x' -h iy') = (xx' - y/) -h Hxy' -f yx')
FIG. 26.—The complex plane.
Figure 26 shows the same points in the plane given in
Fig. 21, except that for the co-ordinates of x and ^ of
each point we have substituted the corresponding com¬
plex number x -|- iy.
By virtue of the peculiar properties of i, complex num-
PIE (tt, 2 , e)—Transcendental and Imaginary 103
bers may be used to represent both magnitude and direc¬
tion. With their aid some of the most essential notions in
physics such as velocity, force, acceleration, etc., are con¬
veniently represented.
Enough has now been said to indicate the general
nature of i, its purpose and importance in mathematics,
its challenge to and final victory over the cherished tenets
of common sense. Undaunted by its paradoxical appear¬
ance, mathematicians used it as they used tt and e. The
result has been to make possible almost the entire edifice
of modern physical science.*
*
One thing remains. There is a famous formula—per¬
haps the most compact and famous of all formulas—de¬
veloped by Euler from a discovery of the French mathe¬
matician, De Moivre: + 1 =0. Elegant, concise and
full of meaning, we can only reproduce it and not stop
to inquire into its implications. It appeals equally to the
mystic, the scientist, the philosopher, the mathematician.
For each it has its own meaning. Though known for over
a century, De Moivre’s formula came to Benjamin Peirce,
one of Harvard's leading mathematicians in the nine¬
teenth century, as something of a revelation. Having
discovered it one day, he turned to his students and made
a remark which supplies in dramatic quality and ap¬
preciation what it may lack in learning and sophistica-
* Let us have this much balm for the reader who has bravely gone
through the pages on analytical geometry and complex numbers. The
average college course on analytic geometry (not including complex
numbers) takes six months. It is, therefore, a little too much to expect
that it can be learned in about five pages. On the other hand, if the
basic idea has been put over, that every number, every equation of
algebra, can be graphically represented, the harrowing details may
be left to more intrepid adventurers.
104 Mathematics and the Imagination
tion: “Gentlemen,” he said, “that is surely true, it is
absolutely paradoxical; we cannot understand it, and
we don’t know what it means, but we have proved it,
and therefore, we know it must be the truth.”
When there is so much humility and so much vision
everywhere, society will be governed by science and not
by its clever people.
APPENDIX
BIRTH OF A CURVE
(1) Let US consider the equation^ = x^. Take a few
sample values of x and find the corresponding values of
arranging the results in a table:
X
y
0
0
1
1
2
4
3
9
4
16
That is 2^ = 4, 3^ = 9, etc. Plotting these points on
the co-ordinate plane, we obtain Fig. A.
(2) Now, what about the negative values of xl We see,
for example, ( — 2)^ = —2X —2 = 4. This is evidently
true for all values of x; thus there corresponds to every
point plotted in Fig. A another point which is its mirror
image, the axis OT being the mirror. Adding these gives
the second figure (Fig. B).
(3) The arrangement of the points suggests that we
draw a smooth curve through them. (Fig. C.)
PIE (tt, iy e) 'Transcendental and Imaginary 105
Y
FIO. B.
But does this curve embrace other points which arise
m our functional table. Let us test this, tabulating some
fractional values of x.
io6 Mathematics and the Imagination
FIG. C,
If we plot these new points, it may be seen that they all
lie on the curve (Fig. D). Indeed, if we continue further,
we would find that every point which might arise in the
table will lie on the curve; the totality of such points will
form the curve known as the parabola.
PIE (ttj e)—Transcendental and Imaginary 107
The parabola is formed by the section of a cone
cut by a plane parallel to the opposite edge.
You can make a parabola for A jet of water forms a parabola,
yourself with the help of a flash- So does the path of a projectile,
light, holding it so that the upper But the curve formed by a loop of
boundary of the beam will be string held at the ends, hangin
parallel to the floor. freely, is not a parabola, but
catenary.
io8 Mathematics and the Imagination
FOOTNOTES
1. Henri Bergson, Creative Evolution. —P. 65.
2. It is a simple matter geometrically to determine the square root
of a given length.—P. 67.
FIG. 27.—Let AB be the given length. Extend it
to C so that BC = 1. Draw a semicircle having AC
as diameter. Erect a perpendicular at B meeting
semicircle at D. BD is the required square root ofL.
3. Gauss made an exhaustive study to determine what other poly¬
gons could be constructed with ruler and compass. The Greeks
had been able to construct regular polygons of 3 and 5 sides, but
not those with 7, 11, or 13 sides. Gauss, with marvelous precocity,
gave the formula which showed what polygons were constructible
in the classical way. It had been thought that only regular poly¬
gons, the number of whose sides could be expressed by the forms:
2", 2” X 3, 2" X 5, 2" X 15 (where n is an integer), could be so
constructed. Gauss’ formula proves that polygons with a prime
number of sides may be constructed as follows; Let P be the num¬
ber of sides and n any integer up to 4, then P =* 2*" -|- 1. If « = 0,
1, 2, 3, 4, P = 3, 5, 17, 257, 65537. Where n is greater than 4,
there are no known primes of the form 2^" + 1.
(A prime number is one which is not evenly divisible by any
number other than 1 or itself. Thus, 2, 3, 5, 7, 11, 13, 17 are
examples of primes. A famous proof of Euclid, which appears in
his Elements^ shows that the number of primes is infinite. See
p. 192.)
It is an amazing fact that of all the possible polygons, the
number of whose sides is prime, only the five given above are
known to be constructible with ruler and compass.—P. 68.
4. See Chap. 5.—P. 68.
5. As long ago as 1775, the Paris Academy was so overwhelmed
PIE (ttj z, e )— Transcendental and Imaginary 109
with pretended solutions from circle squarers, angle trisectors, ■
and cube duplicators, that a resolution was passed that no more
would be accepted. But at that time the impossibility of these
solutions was only suspected and not yet mathematically demon¬
strated; thus the arbitrary action of the academy can only be
explained on the grounds of self-preser\'ation.—P. 69.
6 . Limits and converging processes with an infinite number of
steps, as we shall soon see, were used in computing tt.—P. 69.
7. See the chapter on the calculus.—P. 69.
8 . Most infinite series are divergenty that is, the sum of the series
exceeds any assignable integer. A typical divergent series is
1 + ^ + ^+ ^ + !+ . . . This series seems to differ very
little from the convergent series given in the text, and only the
most subtle mathematical operations reveal whether a series is
convergent or divergent. —P. 70.
9. A square can be duplicated by dra^ving a square on the diagonal
of the given square, but a cube cannot be duplicated because the
cube root of 2 is involved, and this, like tt, is not the root of an
algebraic equation of first or second degree, and therefore cannot
be constructed with ruler and compass. In four-dimensional
space, the figure which corresponds to the cube, called a “tes-
saract” (see the chapter on assorted geometries) can be duplicated
by ruler and compass, because the fourth root of 2 , which is
what is required, can be written as the square root of the square
root of 2.—P. 70.
10. What is meant by “the root of an algebraic equation with
integer coefficients”? A word may suffice to jog the memory of
those who have had a course in elementary algebra. The root
of an equation is the value that must be substituted for the
unknown quantity in the equation in order to satisfy it. Thus,
in the equation a: — 9 = 0, 9 is the root, since if you substitute
9 for X, the equation is satisfied. Similarly —4 and 4 are the
roots of the equation x* — 16 = 0 , because when either value is
substituted for x, the equation balances. “Algebraic” equations
arc the kind of equations we have just been talking about.
There are also trigonometric equations, differential equations
and others, and the term “algebraic” is intended to distinguish
equations of the form
flox" + <2ix"~‘ + + . . . + an-\x + = 0.
The coefficients of an equation are the numbers which appear
before the unknown quantity or quantities. In the equation
3x* + 17x3 -f >/2 x3 - /x + ttx = 0
I 10
Mathematics and the Imaginatibn
3, 17, \/2, z, and x are the coefficients. This is an example of an
algebraic equation with queer coefficients. In defining an algebraic
number (see page 49), we demand that n be a positive integer and
that the a’s be integers.—P. 72.
11. See Buffon’s Needle Problem in the chapter on Chance and
Chanceability.—P. 79.
12. The y/l when written as a decimal is just as complicated as x,
for it never repeats, never ends, and there is no known law
giving the succession of its digits; yet this complicated decimal is
easily obtained with exactitude by a ruler and compass con¬
struction. It is the diagonal of a square whose side is equal to 1.
—P. 79.
13. Jobst Biirgi of Prague had prepared tables of logarithms before
Napier’s Descriptio appeared. Biirgi however failed to publish
his tables until 1620 because, as he explained, he was busy on
some other problem.—P. 80.
14. According to the principle of positional notation, the value of a
digit depends on its position in relation to the other digits in
the number in which they appear.—P. 80.
15. The rules for operating with exponents in multiplication and
division are:
A) Multiplication
a”* 'K — 42 "*+"; thus,
X = d®; or,
d® X d* = (d d d) X (d d)
B) DiiAsion
= d®
^8
= a
d®-* = d
But, if wj b equal to n,
d"* „ ^
d"
d®
— = /, 3-3 = ^0 = ?
= 1
d® 4X^X4
TTierefore we agree upon
a® = 1 _p. 82.
16
17
18
19
20 ,
21
PIE (tt, iy e) Ttanscendental and Imaginary
111
22 .
23.
Because e possesses certain unique properties valuable in many
branches of mathematics, particularly the calculus, because of
the relation between logarithmic and exponential functions, e is
the natural” base for the logarithmic system.—P. 84.
The first proof that e is transcendental (i.c., not the root of an
algebraic equation with integer coefficients), was given by Her-
mite, the distinguished French mathematician, in 1873, nine
years before Lindemann’s proof of the transcendental character of
TT a^eared. Since that time several others succeeded in simplify¬
ing Hermite’s proof. The general method is to “assume e to be the
root of an algebraic equation,/(e) = 0, and show that a multiplier
iW can be chosen such that when each side of the equation is mul-
Uphed by Af, (the value of) Mj{e) is reduced to the sum of an
integer ny zero and a number between 1 and 0, showing that the
assumption that e can be the root of an algebraic equation is un¬
tenable.” See U. G. Mitchell and M. Strain, in Osiris, Studies in
History of Science, Vol. I.—P. 84.
The symbol ! as used in mathematics does not indicate surprise
or excitement, although in this case it might not be amiss, since
the simplicity and beauty of this series is amazing. ! means
take the factorial of the number after which ! appears.” The
factorial of a number is the product of its components; thus
11 = 1,2! = 1X2, 3! = IX2X3, 41 = 1X2X3X4
5! = 1X2X3X4X5.-P.84. X ^ X 3 X 4,
Actually « need only be equal to 1000 (i.e., the interest computed
thnee daily) to give S2.72.—P. 87.
The derivative of _>- = e* h equal to the function itself. For a
further discussion of the derivative and of problems involving
rate of change, see the chapter on the calculus.—P. 88.
being the author of the well-worn
Rubaiyat, ’ was also a mathematician of distinction, but one
whose prophetic vision failed for negative numbers.— P 90
Translated in Dantzig, Mumb.r, the Language ojScience (New York;
Macmillan), 1933, p. 190.—P. 93.
It was once suggested that appropriate symbols for the two
constants, r and should be 0 for r. and (p for f in order to avoid
confusion. But printers balked at making new type and the old
•symbol^s remained. More often than is realized, such considera¬
tions determined the character of mathematical notation.-
Assorted Geometries—Plane and Fancy
They say that habit is second nature,
nature is only first habit?
Who knows but
—PASCAL
Among our most cherished convictions, none is more
precious than our beliefs about space and time, yet none
is more difficult to explain. The talking fish of Grimm’s
fairy tale would have had great difficulty in explaining
how it felt to be always wet, never having tasted the
pleasure of being dry. We have similar difficulties in
talking about space, knowing neither what it is, nor what
it would be like not to be in it. Space and time are “too
much with us late and soon” for us to detach ourselves
and describe them objectively.
“For what is time?” asked Saint Augustine. “Who can
easily and briefly explain it? Who even in thought can
comprehend it, even to the pronouncing of a word con¬
cerning it? But what in speaking do we refer to more
familiarly and knowingly than time? And certainly we
understand when we speak of it; we understand also
when we hear it spoken of by another. What, then, is
time? If no one ask of me, I know; if I wish to explain to
him who asks, I know not.”^
And this could as well be said of space. Though space
cannot be defined, there is little difficulty in measuring
distances and areas, in moving about, in charting vast
I 12
Assorted Geometries—Plane and Fancy \ 13
courses, or in seeing through millions of light years.
Everywhere there is overwhelming evidence that space
is our natural medium and confronts us with no in¬
superable problems.
But this professes to be no philosophical treatise and
no German Handbook on an Introduction to the Theory of
Space in 14 volumes. Our intention is to explain in the
simplest, most general manner, not the physical space
of sense perception, but the space of the mathematician.
To that end, all preconceived notions must be cast aside
and the alphabet learned anew.
In this chapter we propose to discuss two kinds of
geometry—four-dimensional and non-Euclidean. Neither
of these subjects is beyond the comprehension of the non¬
mathematician prepared to do a little straight thinking.
To be sure, they have both been described, like the theory
of relativity (to which they are in some ways related) in
high and mighty mumbo jumbo. High priests in every
profession devise elaborate rituals and obscure language
as much to conceal their own ineptness as to awe the
uninitiate. But the corruptness of the clergy should not
deter us. The basic ideas underlying four-dimensional
and non-Euclidean geometry are simple, and this we
aim to prove.
♦
Euclid, in writing the Elements^ recognized no great
obstacles. Starting with certain fundamental ideas (pre¬
sumably understood by everyone) expressed as postu¬
lates and axioms, he built upon these as foundations.
This ideal method for developing a logical system has
never been improved upon, although occasionally it has
been neglected or forgotten with sad results.
Although Euclid’s Elements constitute an imposing in-
114 Mathematics and the Imagination
tellectual achievement, they fail to make an important
distinction between two types of mathematics —fure and
applied —a distinction which has only come to light in
modern theoretical developments in mathematics, logic
and physics.
A geometry which treats of the space of experience,
is applied mathematics. If it says nothing about that space
—if, in other words, it is a system composed of abstract
notions, elements, and classes, with rules of combination
obeying the laws of formed logic, it is pure mathematics.
Its propositions are of the form: If A is true, then B is
true, regardless of what A and B may possibly be.^ Should
a system of pure mathematics be applicable to the physi¬
cal world, its fruitfulness may be regarded either as mere
chance, or as further evidence of the profound connection
between the forms of nature and those of mathematics.
Yet, in either case, this essential fact must be borne in
mind—the fruitfulness of a logical system neither dimin¬
ishes nor augments its validity.
As applied mathematics, Euclid’s geometry is a good
approximation within a restricted field. Good enough to
help draw a map of Rhode Island, it is not good enough
for a map of Texas or the United States, or for the meas¬
urement of either atomic or stellar distances. As a system
of pure mathematics, its propositions are true in a most
general way. That is to say, they have validity only as
propositions of logic, only if they have been correctly
deduced from the axioms. Other geometries with dif¬
ferent postulates are therefore possible—indeed, as many
others as the mathematician chooses to devise. All that
is necessary is to assemble certain fundamental ideas
(classes, elements, rules of combination), declare these to
be undefinable, make certain that they are not self-con-
Assorted Geometries—Plane and Fancy 115
tradictory, and the groundwork has been laid for a new
edifice, a new geometry. Whether this new geometry
will be fruitful, whether it will prove as useful in survey¬
ing or navigation as Euclidean geometry, whether its
fundamental ideas measure up to any standard of truth
other than self-consistency, doesn’t concern the mathe¬
matician a jot. The mathematician is the tailor to the
pntry of science. He makes the suits, anyone who fits
into them can wear them. To put it another way, the
mathematician makes the rules of the game; anyone
who wishes may play, so long as he observes them. There
is no sense in complaining afterwards that the game was
without profit.
*
If we wish to pay a mathematical system the highest
possible compliment, to indicate that it partakes of the
same generality and has the same validity as logic, we
may call it a game. A four-dimensional geometry is a
game: so is the geometry of Euclid. To object to four¬
dimensional geometry on the grounds that there are
only three dimensions is absurd. Chess can be played as
well by those who believe in comrades or dictators as by
those who cling to the vanishing glory of kings and
queens. What sense is there in objecting to chess on the
grounds that kings and queens belong to a past age, and
that, in any case, they never did behave like chess pieces
—no, not even bishops. What merit is there to the con¬
tention that chess is an illogical game because it is im¬
possible to conceive that a private citizen may be crowned
queen merely by moving forward five steps.
Perhaps these are ridiculous examples, but they are
no more so than the complaints of the faint of heart who
say that three dimensions make space and space makes
9
116 Mathematics and the Imagination
three dimensions, “that is all ye know on earth and all
ye need to know.” If we can rake the doubters fore, we
can rake them aft—indeed, from stem to stern. For there
is no proof, in the scientific sense, that space is three-
dimensional, or for that matter, that it is four-, five-,
six-, or anything but rz-dimensional. Space cannot be
proved three-dimensional by geometry considered as
pure mathematics, because pure mathematics is concerned
only with its own logical consistency and not with space
or anything else. Nor is this the province of applied math¬
ematics, which does not generally inquire into the nature
of space, but assumes its existence. All that we have
learned from applied mathematics is that it is convenient,
but not obligatory, to consider the space of our sense per¬
ceptions as three-dimensional.
To the objection that a fourth dimension is beyond
imagination we may reply chat what is common sense
today was abstruse reasoning—even wild speculation—
yesterday. For primitive man to imagine the wheel, or
a pane of glass, must have required even higher powers
than for us to conceive of a fourth dimension.
Someone may still object: “You tell me that four¬
dimensional geometry is a game. I will believe you.
But it seems to be a game that doesn’t concern itself with
anything real, with anything I have ever experienced.”
We may answer in the Socratic way with another ques¬
tion. “If a four-dimensional geometry treats of nothing
real, what does the plane geometry of Euclid consider?
Anything more real? Certainly not! It doesn’t describe
the space accessible to our senses which we explain in
terms of sight and touch. It talks about points that have
no dimensions, lines that have no breadth, and planes
that have no thickness—all abstractions and idealiza-
Assorted Geometries—Plane and Fancy 11 7
tions resembling nothing we have ever experienced or
encountered.’*
The notion of a fourth dimension, although precise, is
very abstract, and for the greatest majority beyond imagi¬
nation and in the purest realm of conception. The de¬
velopment of this idea is as much due to our rather child¬
ish desire for consistency as to anything more profound.
In this same striving after consistency and generality,
mathematicians developed negative numbers, imaginar-
ies, and the transcendentals. Since no one had ever seen
minus three cows, or the square root of minus one trees
It was not without a struggle that these now rather com¬
monplace ideas were introduced into mathematics. The
same struggle was repeated to introduce a fourth dimen¬
sion, and there are still skeptics in the camp of the opposi¬
tion.
Every possible allegory and fiction was proposed to
coax and cajole the doubters, to make the idea of a
fourth dimension more palatable. There were the ro¬
mances which described how impossible a three-dimen¬
sional world would seem to creatures in a two-dimen¬
sional one, there were stories of ghosts, table-tipping,
and the land of the dead. It required illustrations from
the land of the living, which were still less comprehen¬
sible than the fourth dimension, to win even a partial
victory. From this, it should not be inferred that a greater
absurdity was enlisted in support of a lesser one.
Beginning as usual with Aristotle, it was proved again
and again that a fourth dimension was unthinkable and
impossible. Ptolemy pointed out that three mutually per¬
pendicular lines could be drawn in space, but a fourth,
perpendicular to these, would be without measure or
118 Mathematics and the Imagination
depth. Other mathematicians, unwilling to risk a heresy
greater even than going contrary to the Bible—that is,
contradicting Euclid—advised that to go beyond three
dimensions was to go “against nature.” And the English
mathematician, John Wallis, of whom one might prop¬
erly have expected better things, referred to that “fansie,”
a fourth dimension, as a “Monster in Nature, less possible
than a Chimera or a Centaure.”
Unwittingly, a philosopher, Henry More, came to the
rescue, although mathematicians today would hardly
acknowledge his support. His suggestion was not an
unmixed blessing. Ghosdy spirits, said More, surely have
four dimensions. But Kant delivered an earthly blow by
laying down his intuitive notions of space which were
hardly compatible with either a four-dimensional or a
non-Euclidean geometry.
In the nineteenth century several leading mathemati¬
cians espoused the apparently hopeless cause, and be¬
hold—a new mathematical gusher. The great paper of
Riemann On the Hypotheses Which Underlie the Foundations
of Geometry^ followed by the works of Cayley, Veronese,
Mobius, Pliicker, Sylvester, Bolyai, Grassmann, Lobach¬
evsky, created a revolution in geometry. The geometry
of four and even higher dimensions became an indis¬
pensable part of mathematics, related to many other
branches.
When finally, there came, as for some mysterious rea¬
son they always come, direct uses and applications of
four-dimensional geometry to mathematical physics, to
the physical world, when the unwanted child was sud¬
denly recognized and rechristened “Time, the fourth di¬
mension!” the rejoicing made the cup flow over. Curious
Assorted Geometries—Plane and Fancy 11 g
and marvelous things were said. The fourth dimension
would solve all the awful mysteries of the universe, and
ultimately might prove a cure for arthritis. So far in the
general jubilation did the mathematicians forget them¬
selves that some of them began to refer to it as *‘’‘the fourth
dimension/* as though, instead of being merely an idea
shaken loose from the ends of their pencils, only the fourth
in a class of infinite possibilities, it was a physical reality,
like a new element. Thus the lamentable confusion spread
from mathematics to grammar, from the principles of the
2 -}- 2 to the science of the proper uses of the definite and
indefinite article.
*
Physicists may consider time to be a fourth dimension,
but not the mathematician. The physicist, like other sci¬
entists, may find that his latest machine has just the right
place for some new mathematical gadget; that does not
concern the mathematician. The physicist can borrow
new parts for his changing machine every day for all the
mathematician cares. If they fit, the physicist says they
are useful, they are true, because there is a place for them
in the model of his world in the making. When they no
longer fit, he may discard them or “destroy the whole ma¬
chine and build a new one as we are ready to buy a new
car when the old one doesn’t run well.** ^
The practice of calling time a dimension points to the
necessity of explaining what is meant by that troublesome
word. In this way, too, we shall arrive at a clearer image
of four-dimensional geometry.
Instead of referring to “a space,” or to “spaces,” we
shall use the more fashionable and more general term—
manijold* A manifold bears a rough resemblance to a
120
Mathematics and the Imagination
class. A plane is a class composed of all those points
uniquely determined by two co-ordinates. It is therefore
a two-dimensional manifold.
FIG. 28(a).—A two-dimensional manifold. Each point
requires a pair of numbers to individualize it.
A = (3, 2)
B = (-5>-. 4)
C = {x,y)
D = (0, -3)
E - (0, 0)
FIG. 28(b).—The same idea can be extended to a three-
dimensional manifold (space). Each point requires 3
numbers to individualize it.
Thus, P = {x,y, z)
The space studied in three-dimensional analytical
geometry may be regarded as a three-dimensional mani¬
fold, because exactly three co-ordinates are required to
I2I
Assorted Geometries—Plane and Fancy
fix every point in it. Generally, if n numbers are necessary
to specify, to individualize, each of the members of a
manifold, whether it be a space, or any other class, it
is called an n-dimensional manifold.
Thus, for the word dimension, with its many mysterious
connotations and linguistic encrustations, there has been
substituted a simple idea—that of a co-ordinate. And in
place of the physical word space, the mathematician intro¬
duces the more general and more accurate concept of
class, or manifold.
♦
It is now possible, as a consequence of these refine¬
ments, to introduce an idea already familiar from our
discussion of analytical geometry, which shall serve to
uniquely characterize space manifolds. We shall use
some geometrical reasoning.
The Pythagorean theorem states that,'in a right-angle
122 Mathematics and the Imagination
triangle, the length of the hypothenuse equals the square
root of the sums of the squares of the other two sides.
FIG. 30.—The Pythagorean theorem in three di¬
mensions.
^2 = ^2 + ^2 -I- f2
For ^ c^-\- {eY
and {ey = ^
When this is carried over into analytical geometry of
two dimensions, the result is the well-known distance for¬
mula, according to which the distance between any two
points in the plane, having the co-ordinates and
(x',y') respectively, is^{x — x')^ -f- {jf yV-
(1) Distance AB = V(x — x'y -h — yy
(2) Distance AB = \/(x — x'y -h (j — /y -h U — ■c')*
Assorted Geometries—Plane and Fancy 123
Similarly, in three-dimensional analytical geometry the
distance between any two points having the co-ordinates
z)y {x\ y, respectively, is _
y{x-x'y + {y-yy+ u - z')\
Now, in either two or three dimensions the concept
of distance, as both the mathematician and the layman
understand it, is the same. The layman is satisfied with
an intuitive grasp; the mathematician demands an exact
formulation. However, in the higher dimensions, while the
layman is halted by a blank wall—the natural limitations
of his senses—the mathematician scales the wall using his
extended formula as a ladder. Distance in four dimensions
means nothing to the layman. Indeed, why should it? For
even a four-dimensional space is wholly beyond ordinary
imagination. But the mathematician, who rests the con¬
cept upon an entirely different base, is not called upon to
struggle with the bounds of imagination, but only with
the limitations of his logical faculties.
Accordingly, there is no reason for not extending the
above formula to 4, 5, 6, ... or rz dimensions. Thus,
in a four-dimensional Euclidean manifold, the distance of
an element, i.e., point, having the co-ordinates (x^y, Zy u)
from an element with co-ordinates {x\ y\ z\ n') is
V{x — x'Y {y —y'y {z — zV + (« — uy.
This method enables us to define in terms of analytical
geometry a 2, 3, 4, ... or n-dimensional Euclidean
manifold. An analogous definition can be given for the
manifolds of other geometries, in which case some other
distance formula would apply. We have chosen analytical
geometry and taken the Pythagorean distance formula
to distinguish the Euclidean manifolds.
A condensed definition of a three- and four-dimen¬
sional Euclidean manifold in terms of analytical geom¬
etry reads: ^
124 Mathematics and the Imagination
1. A three-dimensional Euclidean manifold is the class
of all number triples: z), (x\y, z'), z"),
etc., to any two of which there may uniquely be assigned
a measure (called the distance between them) defined by
the formula - x'Y + {y - y'Y + ( 4 : - z'Y. Cer-
tain subclasses of this class are called points, lines, and
planes, etc. The theorems derived from these definitions
constitute a mathematical system called “Analytical
Geometry of Three Dimensions.”
2. A four-dimensional Euclidean manifold is the class
of all number quadruples: (x, y, z> u), (x', y', z', u'),
etc., to any two of which there may
uniquely be assigned a measure^ (called the distance be¬
tween them) defined by the formula
~ + (y ~y'Y {z — z'Y -h (« — u'y.
Certain subclasses of this class are called points, lines,
planes, and hyperplanes. Analytical four-dimensional Eu¬
clidean geometry is the system formed by theorems de¬
rived from these definitions.
Note that nothing has been said in either of these defini¬
tions about space; neither the space of our sense percep¬
tions, nor the space of the physicist, nor that of the philos¬
opher. All that we have done is to define two systems of
mathematics which are logical and self-consistent, which
may be played like checkers, or charades, according to
stated rules. Anyone who finds a resemblance between his
game of checkers or charades and the physical reality of
his experience is privileged to point morals and to make
capital of his suggestion.
*
But having established that we are in the realm of pure
conception, beyond the most elastic bounds of imagina¬
tion, who is satisfied? Even the mathematician would like
Assorted Geometries—Plane and Fancy 125
to nibble the forbidden fruit, to glimpse what it would be
like if he could slip for a moment into a fourth dimension.
It’s hard to grub along like moles down here below, to
hear someone tell of a fourth dimension, to make careful
note of it, and then to plow along, giving it no further
thought. To make matters worse, books on popular sci¬
ence have made everything so ridiculously simple—rela¬
tivity, quanta, and what not—that we are shamed by our
inability to picture a fourth dimension as something more
concrete than time.
Graphic representations of four-dimensional figures
have been attempted: it cannot be said these efforts have
been crowned with any great success. Fig. 31(a) illus¬
trates the four-dimensional analogue of the three-dimen¬
sional cube, a hypercube or tesseract: Our difficulties in
drawing this figure are in no way diminished by the
fact that a three-dimensional figure can only be drawn
in perspective on a two-dimensional surface—such as this
page—, while the four-dimensional object on a two di¬
mensional page is only a perspective of a “perspective.”
Yet since equals the area of a square, the volume
FIG. 31 (a).—Two views of the tesseract.
126 Mathematics and the Imagination
of a cube, we feel certain that describes something,
whatever that something may be. Only by analogy can
we reason that that “something” is the hypervolume (or
content) of a tesseract. Reasoning further, we infer that
the tesseract is bounded by 8 cubes (or cells), has 16
vertices, 24 faces and 32 edges. But visualization of the
tesseract is another story.
Fortunately, without having to rely on distorted dia¬
grams, we may use other means, using familiar objects
to help our limping imagination to depict a fourth dimen¬
sion.
The two triangles A and B in Fig. 32 are exacdy alike.
Geometrically, it is said they are congruent, * meaning
that by a suitable motion, one may be perfecdy super¬
posed on the other. Evidendy, that motion can be carried
out in a plane, i.e., in two dimensions, simply by sliding
triangle A on top of triangle 5.1 But what about the two
triangles C and D in Fig. 33?
One is the mirror image of the other. There seems to
be no reason why by sliding or turning in the plane, C
* See the chapter on paradoxes for an exact definition.
^ Actually, “sliding on top oP’ would be impossible in a physical
two-dimensional world.
Assorted Geometries—Plane and Fancy 127
cannot be superimposed on D. Strangely enough, this
cannot be done. C or D must be lifted out of the plane,
from two dimensions into a third, to effect superposition.
Lift C up, turn it over, put it back in the plane, and then
it can be slid over D.
Now, if a third dimension is essential for the solution
of certain two-dimensional problems, a fourth dimension
would make possible the solution of otherwise unsolvable
problems of three dimensions. To be sure, we are in the
realm of fancy, and it need hardly be pointed out that
a fourth dimension is not at hand to make Houdinis of
us all. Yet, in theoretical inquiries, a fourth dimension
FIG. 34.—This is no blueprint but an actual
house in Fladand.
128 Mathematics and the Imagination
is of signal importance, and part of the warp and woof
of modem theoretical physics and mathematics. Ex¬
amples chosen from these subjects are quite difficult and
would be out of place, but some simpler ones in the
lower dimensions may prove amusing.
If we lived in a two-dimensional world, so graphically
described by Abbott in his famous romance, Flatland,
our house would be a plane figure, as in Fig. 34. Entering
through the door at we would be safe from our friends
and enemies once the door was closed, even though there
were no roof over our head, and the walls and windows
were merely lines. To climb over these lines would mean
getting out of the plane into a third dimension, and of
course, no one in the two-dimensional world would have
any better idea of how to do that than we know how
to escape from a locked safe-deposit vault by means of a
fourth dimension. A three-dimensional cat might peek
at a two-dimensional king, but he would never be the
wiser.
When winter comes to Flatland, its inhabitants wear
gloves. Three-dimensional hands look like this;
FIG. 35.
130 Mathematics and the Imagination
Modem science has as yet devised no relief for the
man who finds himself with two left gloves instead of a
right and a left. In Flatiand, the same problem would
exist. But there, Gulliver, looking down at its inhabitants
from the eminence of a third dimension, would see at
once that, just as in the case of the two triangles on page
127, all that is necessary to turn a right glove into a left
one is to lift it up and turn it over. Of course, no one in
Fladand would or could lift a finger to do that, since it
involves an extra dimension.
If then, we could be transported into a fourth dimen¬
sion, there is no end to the miracles we could perform—
starting with the rehabilitation of all ill-assorted pairs
of gloves. Lift the right glove from three-dimensiond
space into a fourth dimension, turn it around, bring it
back and it becomes a left glove. No prison cell could
hold the four-dimensional Gulliver—far more of a men¬
ace than a mere invisible man. Gulliver could take a
knot and untie it without touching the ends or breaking
it, merely by transporting it into a fourth dimension and
slipping the solid cord through the extra loophole.
Or he might take two links of a chain apart without
breaking them. All this and much more would seem
absurdly simple to him, and he would regard our he p-
lessness with the same amusement and pity as we 00
upon the miserable creatures of Flatiand.
♦
Our romance must end. If it has aided some
in making a fourth dimension more real and has satis e
a common anthropomorphic thirst, it has served its pur
pose. For our own part, we confess that the fables ave
never made the facts any clearer. . .
An idea originally associated with ghosts and spirits
Assorted Geometries—Plane and Fancy 131
needs, if it is to serve science, to be as far removed as
possible from fuzzy thinking. It must be clearly and
courageously faced if its true essence is to be discovered.
But it is even more stupid to reject and deride than to
glorify and enshrine it. No concept that has come out
of our heads or pens marked a greater forward step in our
thinking, no idea of religion, philosophy, or science broke
more sharply with tradition and commonly accepted
knowledge, than the idea of a fourth dimension.
Eddington has put it very well: ®
However successful the theory of a four-dimensional world
may be, it is difficult to ignore a voice inside us which whispers:
“At the back of your mind, you know that a fourth dimension
is all nonsense.” I fancy that voice must often have had a busy
time in the past history of physics. What nonsense to say that
this solid table on which I am writing is a collection of electrons
moving with prodigious speed in empty spaces, which relatively
to electronic dimensions are as wide as the spaces between the
planets in the solar system! What nonsense to say that the thin
air is trying to crush my body with a load of 14 lbs. to the
square inch! What nonsense that the star cluster which I see
through the telescope, obviously there nowy is a glimpse into a
past age 50,000 years ago! Let us not be beguiled by this
voice. It is discredited. . . .
We have found a strange footprint on the shores of the un¬
known. We have devised profound theories, one after another
to account for its origin. At last, we have succeeded in recon¬
structing the creature that made the footprint. And lo! It is our
own.
*
We have emphasized the fact that pure geometry is
divorced from the physical space which we perceive
about us, and we are now prepared to tackle an idea
which is slightly tougher. There is no harm, however,
132 Mathematics and the Imagination
in first distinguishing somewhat differently than before
between space as it is ordinarily conceived and the space
manifolds of mathematics. Perhaps this distinction will
help to make our new concept—the non-Euclidean
geometries—seem less strange.
We are quite used to thinking of space as infinite, not
in the technical mathematical sense of infinite classes,
but simply meaning that space is boundless without
end. To be sure, experience teaches us nothing of the
kind. The boundaries of a private citizen rarely go much
further than the end of his right arm. The boundaries of
a nation, as bootleggers once learned, do not go beyond
the twelve-mile limit.
Most of what we believe about the infinitude of space
comes to us by hearsay, and another part comes from
what we think we see. Thus, the stars look as if they were
millions of miles away, although on a dark night a
candle half a mile off would give the same impression.
Moreover, if we imagined ourselves the size of atoms, a
pea at a distance of one inch would appear mightier
and far more distant than the sun.
The distinction between the space of the individual
and “public space” soon becomes apparent. Our personal
knowledge of space does not show it to be either infinite,
homogeneous, or isotropic. We do not know it to be
infinite because we crawl, hop, and fly around in only
tiny portions. We do not know it to be homogeneous
because a skyscraper in the distance seems much smaller
than the end of our nose; and the feather on the hat o
the lady in front of us shuts off our vision of the cinema
screen. And we know it is not isotropic, that is, it does
not possess the same properties in every direction,
because there are blind spots in our vision and our sense
Assorted Geometries—Plane and Fancy 133
of sight is never equally good in all directions.
The notion of physical or “public space” which we
abstract from our individual experience is intended to
free us from our personal limitations. We say physical
space is infinite, homogeneous, isotropic, and Euclidean.
These compliments are readily paid to an ideal entity
about which very little is actually known. If we were to
ask the physicist or astronomer, “What do you think
about space?” he might reply: “In order to carry out
experimental measurements and describe them with the
greatest convenience, the physical scientist decides upon
certain conventions with respect to his measuring appa¬
ratus and operations performed with it. These are, strictly
speaking, conventions with regard to physical objects and
physical operations. However, for practical purposes, it is
convenient to assume for them a generality beyond any
particular set of objects or operations. They then become,
as we say, properties of space. That is what is meant by
physical space, which we may define, in brief, as the
abstract construct possessing those properties of rigid
bodies that are independent of their material content.
Physical space is that on which almost the whole of
physics is based, and it is, of course, the space of everyday
affairs.” ®
On the other hand, the spaces, or more generally the
manifolds, which the mathematician considers are con¬
structed without any reference to physical operations,
such as measurement. They possess only those properties
expressed in the postulates and axioms of the particular
geometry in question, as well as those properties dcducible
from them.
It may well be that the postulates are themselves
suggested, in part or in whole, by the physical space of
134
Mathematics and the Imagination
our experience, but they are to be regarded as full-grown
and independent. If experiments were to show that some,
or all, of our ideas about physical space are wrong (as
the theory of relativity has, in fact, done) we would have
to rewrite our texts on physics, but not our geometries.
♦
But this approach to the concept of space, as well as to
geometry, is comparatively recent. There has been no
more sweeping movement in the entire history of science
than the development of non-Euclidean geometry, a
movement which shook to the foundations the age-old
belief that Euclid had dispensed eternal truths. Compe¬
tent and accurate as a measuring tool since Egyptian
times, intuitively appealing and full of common sense,
sanctified and cherished as one of the richest of intel¬
lectual legacies from Greece, the geometry of Euclid
stood for more than twenty centuries in lone, resplendent,
and irreproachable majesty. It was truly hedged by
divinity, and if God, as Plato said, ever geometrized, he
surely looked to Euclid for the rules. The mathemadcians
who occasionally had doubts soon expiated their heresy
by vodve offerings in the form of further proofs in
corroboration of Euclid. Even Gauss, the “Prince of
Mathematicians,” dared not offer his criticisms for fear
of the vulgar abuse of the “Boethians.”
Whence came the doubts? Whence the inspiration of
those who dared profane the temple? Were not the postu¬
lates of Euclid self-evident, plain as the light of day? And
the theorems as unassailable as that two plus two equals
four? The center of the ever-increasing storm, which finally
broke in the nineteenth century was the famous fifth pos¬
tulate about parallel lines.
This postulate may be restated as follows: “Through
Assorted Geometries—Plane and Fancy 135
any point in the plane, there is one, and only one, line
parallel to a given line.”
There is some evidence to show that Euclid, himself,
did not regard this postulate as “quite so self-evident”
as his others.® Philosophers and mathematicians, intent
on vindicating him, attempted to show that it was really
a theorem and thus deducible from his premises. All of
these attempts failed for the very good reason which Eu¬
clid, much wiser than those who followed him, had al¬
ready recognized, namely, that the fifth postulate was
merely an assumption and hence could not be mathe¬
matically proved.
*
More than two thousand years after Euclid, a German,
a Russian, and a Hungarian came to shatter two in¬
disputable “facts.” The first, that space obeyed Euclid;
the second, that Euclid obeyed space. Gauss we credit
on faith. Not knowing the extent of his investigations, in
deference to his greatness as well as to his integrity, we
are hospitable to his statement that he had independently
arrived at conclusions resembling those of the Hungarian,
Bolyai, some years before Bolyai’s father informed Gauss
of his son’s work.
Lobachevsky, the Russian, and Bolyai, both in the
1830 ’s, presented to the very apathetic scientific world
their remarkable theories. They argued that the trouble¬
making postulate could not be proved, could not be
deduced from the other axioms, because it was only a
postulate. Any other hypothesis about parallels could be
substituted in its place, and a different geometry—just
as consistent and just as “true”—would follow. All the
other postulates of Euclid were to be retained, only, in
place of the fifth, a substitution was to be made:
136 Mathematics and the Imagination
“Through any point in the plane, there are two lines
parallel to any given line.”
Overnight, mathematics had thrown off its chains, and
a new line of richly fruitful theoretic and practical inquiry
was born.
*
In the figure are two parallel lines:
B A c
FIG. 39.
How is it possible, you may ask, that another line
different from BC, yet parallel to DE may be drawn
through A? The answer is that the reader is talking about
the physical plane and lines drawn with a pencil. He is
haunted by the ghosts of common sense instead of
reasoning in teims of pure geometry. Tou might go
further and say that in your system, in Euclidean
geometry, any line different from BC will meet DE if
sufficiently extended. We would reply that that rule
holds in your game, not in ours—Lobachevskian geome¬
try. Neither of us, if we are mathematicians, are talking
about physical space, but even if we were, there is
better ground to believe that we are speaking the truth
than you.
Lobachevsky’s geometry may be introduced in this
way: In Fig. 40 line AB is perpendicular to CD. If we per¬
mit it to rotate about A counterclockwise, it will intersect
CD at various points to the right of B until it reaches a
limiting position EF^ when it becomes parallel to CD.
Assorted Geometries—Plane and Fancy 137
Continuing the rotation, it will start to intersect CD to
the left of B. Euclid assumed that there is only one
position for the line, namely £*F, when it would be
parallel to CD. Lobachevsky assumed that there were
two such positions, represented by A*B’ and C'D\ and
further, that all lines falling within the angle 0, while
not parallel to CD, would never meet it, no matter how
far extended.
A'. _
r —
c
D
B
FIG-
40 .
Now this is an assumption, and there is no sense in
arguing from the diagram that it is evident that if A'D\
or C'D' were extended sufficiently far, they would eventu¬
ally intersect CD. If, as Professor Cohen has pointed out,
we rely wholly on our intuition of space, which is finite,
there will always be an angle 0 which grows smaller as
our space is extended, but which never vanishes, and all
lines falling within 0 will fail to intersect the given line.*®
+
What happens to the geometry of Euclid when its
parallel postulate is replaced by that of Lobachevsky?
Many of its important theorems, those which in no way
depend upon the fifth postulate, are carried over. Thus,
in both geometries:
1. If two straight lines intersect, the vertical angles
are equal:
138
Mathematics and the Imagination
FIG. 41.—Angle 1 = Angle 2 (because each
one = 180° — Angle 3).
2. In an isosceles triangle, the base angles are equal:
FIG. 42.—If AB — BC, then Angle 1 = Angle 2.
3. Through a point, only one perpendicular can be
drawn to a straight line:
A
9
c n _?
B
FIG. 43.—Through the point A one and only one
perpendicular can be drawn to CD.
On the other hand, some very important theorems
of Euclidean geometry are changed when another postu¬
late is substituted for the fifth, with startling results. Thus,
in Euclidean geometry, the sum of the angles of every tri¬
angle equals 180 degrees, whereas in Lobachevsky’s geomr
etry, the sum of the angles of every triangle is less than 180
Assorted Geometries—Plane and Fancy 139
degrees. Parallel lines in Euclidean geometry never inter¬
sect and remain, no matter how far extended, a constant
distance apart. Parallel lines in Lobachevsky’s geometry
never meet, but approach each other asymptotically —that is, the
distance between them becomes less as they are further
extended.
To cite one more interesting theorem, two triangles
in Euclidean geometry may have the same angles but
different areas; i.e., one may be a magnification of the
other. But in Lobachevsky’s geometry, as a triangle in¬
creases in areay the sum of its angles decreases; thus, only tri¬
angles equal in area can have the same angles. (See Fig.
47b,)
♦
The brilliant Riemann, in his famous inaugural lecture
On the Hypotheses Which Underlie the Foundations of Geometry,
proposed still another substitute for Euclid’s fifth postu¬
late differing from that of Lobachevsky and Bolyai,
This assumption holds: “Through a point in the plane, no
line can be drawn parallel to a given line.” In other
words, every pair of lines in the plane must intersect.
It should be noted that this contradicts Euclid’s tacit
supposition that a straight line may be infinitely ex¬
tended. In this connection, Riemann pointed out the
important distinction between infinite and unbounded:
Thus, space may be finite though unbounded. Moving in
any given direction, like the hands of a clock, we can
keep going forever, forever retracing our steps. As might
be expected, Riemann’s hypothesis also affects those
theorems of Euclid dependent on the fifth postulate.
Both Euclid’s and Lobachevsky’s geometries state that
only one perpendicular can be drawn to a straight line
from a given point. But in Riemann’s any number of
140 Mathematics and the Imagination
perpendiculars can be drawn from an appropriate point
to a given straight line. Again, the sum of the angles of
any triangle is greater than 180 degrees in Riemann’s
geometry, and the angles increase as the triangle grows
larger. (See Fig. 47a, page 144.)
♦
We thus have three postulate systems; Euclid’s, Loba¬
chevsky’s, and Riemann’s. From these, three geometries
have been developed: the first, Euclidean, the other two,
non-Euclidean. The non-Euclidean geometries are, of
course, vastly indebted to the postulates and the methods
of Euclid. So far as the postulates are concerned, they dif¬
fer only with respect to the parallel postulate. The theo¬
rems differ greatly in many respects.
A little earlier we laid down the criterion for every
mathematical system—its postulates must be consistent,
must lead to no contradictions. But how are we to discover
whether the non-Euclidean geometries of Lobachevsky
and Riemann are consistent? For that matter, it may well
be asked, how are we to be certain that the postulates of
Euclid will engender no contradictions? Evidentiy, we
may pile up theorem after theorem without encountering
any, but that is no proof that at some future time one may
not arise. Is it that we are no better off than if we were
PIG. 44.—^The pseudosphere.
Assorted Geometries—Plane and Fancy 141
verifying an hypothesis in physics or any other experi¬
mental science?
Fortunately mathematicians have devised a trick which
satisfies their conscience on this score. It consists in show¬
ing, for example, in non-EucIidean geometry, that a set
of entities which exist in Euclidean geometry would sat-
0)W
FIG. 45(a).—One way of generating the tractrix.
The toy locomotive L is tied to the watch
the string being perpendicular to the track. When
the locomotive starts pulling, the path of the watch
is a tractrix.
142 Mathematics and the Imagination
isfy the non-Euclidean theorems. It is assumed that these
entities, themselves, are “free from contradictions, and that
they in effect, fully embody the axioms,” and the latter
are therefore shown to involve no inconsistencies. Let us
take separate examplesfrom Lobachevsky’s and Riemann’s
geometries to illustrate what is meant.
Figure 44 illustrates a surface generated by revolving
the curve known as the tractrix about a horizontal line.
The tractrix itself may be obtained as follows: On a
pair of mutually perpendicular axes, as in Cartesian
geometry, imagine a chain lying along TY\ To one end
of this chain there is attached a watch; the other end
coincides with the point of origin 0. Keep the chain
taut, and pull the free end slowly along the X axis, to
the right of 0. Then repeat this procedure to the left.
The path of the watch in either case generates a tractrix.
If this curve is now revolved about the line XX , a
“double trumpet surface,” as E. T. Bell calls it, is formed.
FIG. 45(b).—The tractrix is also that curve which
is perpendicular to a family of equal circles with
their centers on a straight line.
This surface Beltrami named a pseudosphere. We find
that the geometry applicable to a pseudosphere is that
of Lobachevsky. For example, on the pseudosphere,
Assorted Geometries—Plane and Fancy 143
through a given point two lines may be drawn parallel
to a third line, which will approach them asymptotically
without ever intersecting. Thus, Lobachevsky’s geom¬
etry is satisfied by an entity from Euclid’s geometry, and
this complies with the mathematician’s criterion of con¬
sistency.
FIG. 45(c).—If perpendiculars are drawn to the
curve (called the catenary) formed by a chain held
at both ends, the curve which just touches all the
perpendiculars is again the tractrix.
The geometry of Riemann is applicable to a very famil¬
iar object—the sphere. It may be seen from Fig. 46 that a
plane which passes through the center of a sphere cuts
the surface in a great circle.
Although the earth is somewhat oblate, for the purpose
of this discussion we may consider it spherical. Every
circle passing through the North and the South Poles
on the earth’s surface is a great circle (longitude), but
with the exception of the equator, the circles of latitude
are not. Straight lines drawn on the surface of the earth
are always parts of great circles, and even if two suck
lines are perpendicular to a third line {which, in Euclidean
geometry, would imply they are parallel), they will always
144 Mathematics and the Imagination
intersect at a pair of poles. Thus, the elements for a geometry
which will satisfy the surface of the earth are identical
FIG. 46.
with those of Riemannian geometry. For example, a
triangle drawn on the surface of the earth will have
FIG. 47(a).—Triangle A is small compared ynth the
sphere; thus it is nearly a plane triangle and its angle
sum is near 180®. . . • i. r
But let it grow into triangle B, the sides of which he
on three perpendicular great circles, and the angle
sum = 90® + 90® + 90® = 270®.
In the still larger triangle C, the angles of which arc
all obtuse, the sum is greater than 270®.
Assorted Geometries—Plane and Fancy 145
angles totaling more than 180 degrees, and the larger the
triangle, the greater the sum of the angles.
FIG. 47(b).— This is the reverse of what happens
on a sphere, Fig. 47(a). On a pscudosphere, the
larger the triangle, the smaller the sum of the angles.
Furthermore, two straight lines drawn on the earth’s
surface, if sufficiently extended, will always enclose an
area. It is convenient at this point to recall the im{>ortant
distinction noted by Riemann that a surface may be
finite but unbounded, so that straight lines drawn upon
the surface of the earth can be infinitely extended, al¬
though the surface is evidently not infinite, but merely
unbounded. The Riemannian properties of the sphere
are amusingly set out by the following riddle:
A group of sportsmen, having pitched camp, set forth
to go bear hunting. They walk 15 miles due south, then
15 miles due east, where they sight a bear. Bagging their
game, they return to camp and find that altogether they
have traveled 45 miles. What was the color of the bear?
♦
Our brief discussion of non-Euclidean geometry is
bound to raise in the mind of the reader many questions
146 Mathematics and the Imagination
outside our province, but the literature, even the popular
literature, is so extensive that anyone sufficiendy inter¬
ested and curious need not go begging for answers.
Yet it is perhaps proper that we should consider one
very natural question which might take this form. On
a sphere, two straight lines, even though parallel at one
place, are certain (if sufficiently extended) to intersect,
and may enclose an area. Why, then, call such lines
‘straight’? Are they not really curved?”
At the outset it is obvious that whether a line is
straight or not depends on the definition of “straight.
In mathematics, it has been found convenient to formu¬
late such a definition only with reference to the particu¬
lar surface under consideration. One way of defining a
straight line is to say that it is the shortest distance be¬
tween two points. On the other hand, everyone knows,
from the many references in recent times to aeronautical
exploits, that the shortest route between two points on
the surface of the earth can be covered by following the
arc of the great circle lying between them. Conveniently
enough, through each two points on the surface of a
sphere there does pass a great circle.
The great circle, then, on the sphere, corresponds to
the straight line in the plane—it is the shortest distance
between two points. Suitable curves may be found for
other types of surfaces, for instance, the pseudosphere, or
a saddle-shaped surface which will fulfill the same role.
Generalizing this notion, a curve which is the shortest
distance between two points (analogue of the straight
line in the plane) on any kind of a surface is called a
geodesic of that surface. When we sought entities that
would satisfy the geometry of Lobachevsky, and that of
Riemann, we were really looking for surfaces, the geo-
Assorted Geometries—Plane and Fancy 147
desics of which would obey the parallel postulates of these
geometries.
In the plane, if we adopt Euclid’s hypothesis, a pair of
geodesics meet in one point, unless they are parallel, in
which case they do not meet at all. On a sphere, a pair of
geodesics (arcs of great circles), even if parallel, always
meet in two points, and therefore the sphere obeys the
geometry of Riemann. On a pseudosphere, obeying
Lobachevsky’s geometry, parallel geodesics may ap¬
proach one another asymptotically, but never intersect.
POSITIVE NEGATIVE
ZERO
FIG. 48.—Curvature.
The geodesics of a surface are determined by its
curvature. Curvature is not easy to explain, although we
all have an intuitive notion of what it means. A plane
has a curvature of 0. A surface like that of a sphere or
an ellipsoid is one of positive curvature, whereas the
saddle-shaped surface or the pseudospherc is said to be of
negative curvature. We can imagine more complicated
Mathematics and the Imagination
surfaces, parts of which may have a positive, parts a
negative, and parts a 0 curvature. The geodesics of a
surface, as well as its most appropriate geometry, depend
upon such curvature—positive, negative, or 0. Whence
the geometry of a surface of constant negative curvature
is Lobachevskian, that of a surface of constant positive
curvature Riemannian, and that of a surface of 0 curva¬
ture Euclidean.
All that has been said about non-Euclidean geometry,
while evident enough when we talk of geometry^ tends to
become obscure when applied to everyday surroundings.
We are inclined to pity the inhabitants of a two-dimen¬
sional world, as much for their ignorance as for their
physical limitations. They cannot even dream of doing
things which to us are perfectly commonplace. Yet we
tend to show the same intellectual limitations in picturing
our world to ourselves. Indeed, we go further, for we
deliberately reject our own experience. Our experience
is that space is finite but unbounded, and that the
straight lines we are able to draw on the surface on which
we live can never recdly be straight, but must be curved.
(Of course the earth’s curvature differs from 0.) But we
continue to confuse infinity and unboundedness, to reject
the latter which constitutes our actual spatial knowledge
and to embrace the former for religious and aesthetic rea¬
sons. And, although every intelligent person knows the
earth’s surface is curved, and every navigator practices
great-circle sailing, most of us behave like Seventh-Day
Adventists in reasoning that our straight lines are drawn
in a plane of 0 curvature—or, in effect, in a world that
is flat. From this it is only a step to the belief that Euclid s
fifth postulate is sacred and any substitute is “against
Assorted Geometries—Plane and Fancy 149
nature.” A little curvature, even more than a little learn¬
ing, has its disadvantages.
Although we know a good deal more about the surface
we inhabit than about the physical space in which we
live, there is hardly any choice between the absurdities
of our beliefs about either one. The geometry of Euclid,
which considers surfaces of 0 curvature, in the strictest
sense (disregarding convenience in computation) does
not suit the surface on which we live as well as that of Rie-
mann. Unmistakably, our geometries, though suggested
by our sense perceptions, are not dependent upon them.
The geometries we have discussed are only three of an
infinite number of possible ones. Any geometry, whatever
its postulates (provided they lead to no contradictions),
will be just as “true” as the geometry of Euclid. For
every surface, however complex its curvature, there is a
peculiarly suited geometry. It is true we start our geom¬
etries as purely logical structures, but, as in other branches
of mathematics, we find that Nature has anticipated us,
and that a surface often waits upon our inventiveness.
For that reason, the non-Euclidean mathematics has found
enormously important fields of application in the weird
topsy-turvy of modern physics.
While we have considered the applications of two-
dimensional non-Euclidean geometries to familiar sur¬
faces, the mathematical physicist studies the application
of higher-dimensional non-Euclidean geometries to
higher-dimensional space manifolds. In attempting to
discover experimentally what space we actually live in,
scientists have obtained results which lead them to believe
that space is curved rather than straight. Having emanci¬
pated ourselves from the primitive idea that we live on a
plane surface, curved space should not be so hard to take.
150 Mathematics and the Imagination
There is a final point: If we consider the geometries of
Euclid, Lobachevsky and Riemann as applied, and not
as pure, mathematics, if we ask which one is most
suitable to the space immediately surrounding us and the
surface on which we live, what shall our answer be? Ex¬
periment and measurement alone can answer that ques¬
tion. It turns out that Euclid’s geometry is the most con¬
venient, and the one, in consequence, which we shall
continue to use to build our bridges, tunnels, skyscrapers,
and highways. The geometries of Lobachevsky, or Rie¬
mann, properly handled, would do just as well.^® Our
skyscrapers would stand it, and so would our bridges,
tunnels, and highways; our engineers might not. The
geometry of Euclid is easier to teach, fits in more readily
with misguided common sense, but above everything,
is easier to use. And we are concerned, after all, in such
matters with living, and not with logic.
Yet our vistas have widened and our vision is clearer.
Mathematics has helped us to transcend those sense
impressions which we now say “deceive us never, while
lying ever.”
FOOTNOTES
1. St. Augustine, Confessions. —P. 12.
2. An illustration of pure mathematics: *
Consider the following propositions, which are the axioms
for a special kind of geometry.
Axiom 7. If A and B are distinct points on a plane, there is at
least one line containing both A and B.
Axiom 2. If A and B cire distinct points on a plane, there is
not more than one line containing both A and B.
* Morris Raphael Cohen and Ernest Nagel, An Introduction to
Logic and Scientific Method {Nc^Yot]l\ Harcourt Brace, 1936), pp- 133-
139.
Assorted Geometries—Plane and Fancy 151
Axiom 3. Any two lines on a plane have at least one point of
the plane in common.
Axiom 4. There is at least one line on a plane.
Axiom 5. Every line contains at legist three points of the plane.
Axiom 6. Ail the points of a plane do not belong to the same
line.
Axiom 7. No line contains more than three points of the plane.
These axioms seem clearly to be about points and lines on a
plane. In fact, if we omit the seventh one, they are the assump¬
tions made by Veblen and Young for “projective geometry”
on a plane in their standard treatise on that subject. It is un¬
necessary for the reader to know anything about projective
geometry in order to understand the discussion that follows.
But what are points, lines and planes? The reader may think he
“knows” what they are. He may “draw” points and lines with
pencil and ruler, and perhaps convince himself that the axioms
state truly the properties and reladons of these geometric things.
This is extremely doubtful, for the properdes of marks on paper
may diverge noticeably from those postulated. But in any case
the quesdon whether these actual marks do or do not conform
is one of applied and not of pure mathematics. The axioms them¬
selves, it should be noted, do not indicate what points, lines, and
so on “really” are. For the purpose of discovering the implicadons
of these axioms, it is unessential to know what we shall understand
by points, lines, and planes. These axioms imply several theorenns,
not in virtue of the visual representation which the reader may
give them, but in virtue of their logical form. Points, lines, and
planes may be any entities whatsoever, undetermined in every
way except by the relations stated in the axioms.
Let us, therefore, suppress every explicit reference to points,
lines, and planes, and thereby eliminate all appeal to spatial
intuition in deriving several theorems from the axioms. Suppose,
then, that instead of the word “plane,” we employ the letter S;
and instead of the word “point,” we use the phrase '^element of
•S’.” Obviously, if the plane (5) is viewed as a collection of points
(elements of 5), a line may be viewed as a class of points (ele¬
ments) which is a subclass of the points of the plane (i*). We
shall therefore substitute for the word “line” the expression
^'L-class'* Our original set of axioms then reads as follows:
Axiom V. If A and B are disdnet elements of S, there is at least
one L-class containing both A and B.
Axiom 2'. If A and B are distinct elements of S, there is not
more than one L-class containing both A and B.
Mathematics and the Imagination
Axiom 3'. Any two L’classes have at least one element of S' in
common.
Axiom 4'. There exists at least one L-class in .S'.
Axiom 5'. Every L-
+
0 X 10*
0 X 10*
3 X 10“
B
0
+
0
+
0
+
+
30.000
21148
8
X
10“
+
4 X 10*
+
1 X 10*
+
1 X 10* i
+ '
2X 10“
1
8
+
40
+
+
1000
+
Among the wide variety of problems which arise from
the use of the decimal system, the following are of some
interest:
A useful device for checking multiplication goes by the
copybook title of “casting out nines.”
Consider 1234 X 5678 = 7006652. Add the digits of
the multiplier, multiplicand, and product, thus obtaining
10, 26 and 26 respectively. Since each of these numbers is
greater than 9, add the digits of the individual sums
once more,* obtaining 1, 8, and 8. (If, after the first
repetition a sum greater than 9 remains, the digits may
be added once again.) Now, take the product of the
integers corresponding to the multiolier, and the multi-
*Thus 10 = 1 + 0 = 1
26 = 2 + 6 = 8, etc.
Pastimes of Past and Present Times 165
plicand, i.e., 1X8, and compare this with the integer
corresponding to the sum of the digits of the product,
which is also 8. Since they are the same, the result of the
original multiplication is correct.
Using the same rule, let us test whether the product of
31256 and 8427 is 263395312. Again the sum of the digits
of the multiplicand, multiplier, and the product are re¬
spectively 17, 21 and 34; repeating, the sum of these digits
is 8, 3, and 7. The product of the first two equals 24 which
has 6 for the sum of its digits. But the sum of the digits of
the product equals 7. Thus, we have two different re¬
mainders, 6 and 7, whence the multiplication must be in¬
correct.
Closely connected with the rule of casting out nines
is the following trick, which reveals a remarkable prop¬
erty common to all numbers.
Take any number and rearrange its digits in any order
you please to form another number. The difference be¬
tween the first number and the second is always divisible
by 9.®
Another type of problem dependent on the decimal
scale of notation involves finding numbers which may
be obtained by multiplying their reversals by integers.
Among such numbers with 4 digits, 8712 equals 4 times
2178, and 9801 equals 9 times 1089.
The binary or dyadic notation (using the base 2) is
hardly a new concept, having been referred to in a
Chinese book believed to have been wTitten about 3000
B.c. Forty-six centuries later, Leibniz rediscovered the
wonders of the binary scale and marveled at it as though
it were a new invention—somewhat like the twentieth-
century city dweller, who, upon seeing a sundial for (he
first time, and having it explained, remarked with awe:
166 Mathematics and the Imagination
“What will they think of next?” In its use of only two
symbols, Leibniz saw in the dyadic system something of
great religious and mystic significance: God could be
represented by unity, and nothingness by zero, and since
God had created all forms out of nothingness, zero and
one combined could be made to express the entire
universe. Anxious to impart this gem of wisdom to the
heathens, Leibniz communicated it to the Jesuit Grim¬
aldi, president of the Tribunal of Mathematics in China,
in the hope that he could thus show the Emperor of
China the error of his ways in clinging to Buddhism
instead of adopting a God who could create a universe
out of nothing.
Whereas the decimal scale requires ten sumbols: 0, 1,
2, 3, 4, . . . , 9, the binary scale uses only two: 0 and 1.
Below are the first 32 integers given in the binary scale.
DECIMAL
BINARY
1
1
2
10
3
=
11
4
= 22 =
100
5
=
101
6
no
7
111
8
= 23 =
1000
9
SS
1001
10
s
1010
11
—
1011
12
—
1100
13
—
1101
14
1110
15
nil
16
= 2^ =
10000
DECIMAL
BINARY
17
10001
18
10010
19
10011
20
10100
21
10101
22
10110
23
10111
24
11000
25
11001
26
11010
27
non
28
=
11100
29
11101
30
lino
31
inn
32
= 2^ =
100000
Since 2® = 1, it may readily be seen that any number can
be expressed as the sum of powers of 2, just as any number
Pastimes of Past and Present Times 167
in the decimal system can be expressed as the stm of
powers of 10. For example, the number expressed in the
^ e n^ as 25. is expressed in the binary system,
using only the two symbols 1 and 0, by 11001.
DECIMAL DYADIC
25 = 11001
I I
(2 X 10*) + (5 X 10®). (1 X 20 + (1 X 20 + (0 X 20
+ (0 X 2‘) + (I X 2®).
Because numbers can be more briefly written in the
decimal scale than in the binary, it is more convenient,
although in every other respect the latter is just as ac¬
curate and efficient. Even fractions have their place in the
dyadic notation. The fraction for example, given by
the nonterminating decimal, .33333 - . . , is represented
in the binary notation by a nonterminating binary,
.01010101 . .
The binary system easily makes understandable the
solution of problems such as:
I. In many sections of Russia, the peasants employed
until recently what appears to be a very strange method
of multiplication. In substance, this was at one time in
use in Germany, France, and England, and is similar to
a method used by the Egyptians 2000 years before the
Christian era.
It is best illustrated by an example: To multiply 45
by 64, form two columns. At the head of one put 45, at
the head of the other, 64. Successively multiply one
column by 2 and divide the other by the same number.
When an odd number is divided by 2. discard the re¬
maining fraction. The result will be:
168 Mathematics and the Imagination
DIVIDE
MULTIPLY
45
64
22
128
11
256
5
512
2
1024
1
2048
Take from the second column those numbers which ap¬
pear opposite an odd number in the first. Add them and
you obtain the desired product:
64 .... 64 = 2® X 64
128 =2^X64
256 .. . .256 = 2^ X 64
512 .. . .512 » 2® X 64
1024 = 2* X 64
2048 . . . 2048 = 2^ X 64
2880 = 45 X 64
The relation of this method to the dyadic system may be
seen upon expressing 45 in the dyadic notation.
45 =(1 X 2^) 4- (0 X 2") + (1 X 2^) + U X 2^) 4 (0 X 2*)
4 (1 X 2®)
= 101101
= 32 4048444041
Therefore,
45 X 64 = (25 + 2® 4 22 4 2®) X 64
= (25 X 64) 4 (25 X 64) 4 (2“ X 64) 4 (2® X 64).
Since 2? and 2^ do not appear in the dyadic expression
for 45, the products (2^ X 64) and (2^ X 64) are not in¬
cluded in the numbers to be added in (B). Thus, what
the peasant does in multiplying 45 by 64 is to multiply
2°, 2^, 2^, 2®, successively by 64, and then take the sum.
11. Another well-known problem, already mentioned by
Cardan, consists in the removal of a number of rings
from a bar. The puzzle can best be analyzed by the use
Pastimes of Past and Present Times 169
of the dyadic system, although the actual manipulation
of the rings is at all times extremely difficult.
The rings on the bar are so connected that although tlie
end one can be removed without difficulty, any other
ring can be put on or removed only when the one next
to it, toward the end {A in the figure) is on the bar, and
all the rest of the rings are off. Thus, to remove the fifth
ring, the first, second, third must be off the bar, and the
fourth must be on. If the position of all the rings on or
off the rack are written in the dyadic notation, 1 des¬
ignating a ring which is off, and 0 designating a ring
which is on, the mathematical determination of the num¬
ber of moves required to remove a given numl)er of rings
is not too hard. The solution without the aid of the dyadic
notation, as the rings increase in number, would b(‘
wholly beyond one’s imaginative powers.
III. The problem of the Tower of Hanoi is similar in
principle. The game consists of a board with three ])egs,
as illustrated in Fig. 53.
On one of these pegs rest a number of discs of various
sizes, so arranged that the largest disc is on the bottom,
the next largest rests on that one, the next largest on that.
170 Mathematics and the Imagination
and so on, up to the smallest disc which is on top. The
problem is to transfer the entire set of discs to one of the
other two pegs, moving only one disc at a time, and
making certain that no disc is ever permitted to rest on
one smaller than itself. If the removal of a disc from one
FIG. 53.
peg to another constitutes one transfer, the following
table shows the number of transfers required for various
numbers up to n discs:
TABLE FOR TRANSFERS "
DISCS
1
2
3
4
5
6
7
•
n
TRANSFERS
1
3
7
15
31
63
127
.L,
There is a charming story about this toy:^^
In the great temple at Benares beneath the dome which
marks the center of the world, rests a brass plate in which are
Pastimes of Past and Present Times i 71
fixed three diamond needles, each a cubit high and as thick
as the body of a bee. On one of these needles, at the creation,
God placed sixty-four discs of pure gold, the largest disc
resting on the brass plate and the others getting smaller and
smaller up to the top one. This is the Tower of Brahma.
Day and night unceasingly, the priests transfer the discs from
one diamond needle to another, according to the fixed and
immutable laws of Brahma, which require that the priest on
duty must not move more than one disc at a time and that
he must place this disc on a needle so that there is no smaller
disc below it. When the sixty-four discs shall have been thus
transferred from the needle on which, at the creation, God
placed them, to one of the other needles, tower, temple, and
Brahmans alike will crumble into dust, and with a thunderclap,
the world will vanish.
The number of transfers required to fulfill the prophecy
is 2®^ - 1, that is 18,446,744,073,709,551,615. If the
priests were to effect one transfer every second, and work
24 hours a day for each of the 365 days in a ycar,^’ it
would take them 58,454,204,609 centuries plus slightly
more than 6 years to perform the feat, assuming they
never made a mistake—for one small slip would undo
all their work.
IV. One other game may be mentioned in connection
with the dyadic system—Nim. In this game, two players
play alternately with a number of counters placed in
several heaps. At his turn, a player picks up one of the
heaps, or as many of the counters from it as he pleases.
The player taking the last counter loses. If the number of
counters in each heap is expressed in the binary scale,
the game readily lends itself to mathematical analysis.
A player who can bring about a certain arrangement of
the number of counters in each heap may force a w in.^^
172 Mathematics and the Imagination
It is interesting to note that the number 2^^18,446,-
744^073,709,551,616—represented in the dyadic system
by a number with 64 digits, appears in the solution of
FIG 54.—The diagram illustrates how to force a win at
the game of Nim. Assume each player at his turn must
pick up at least one match and may pick up as many as
five. The rule is that the player picking up the last match
loses. Then, for example, imagine that the original heap
consists of 21 matches. In that case, the one playing hrst
can force a win by mentally dividing the rnatches into
• groups of 1, 6, 6, 6, and 2 (as in B). Since he plays first, he
picks up 2 matches. Then, however many his oppo^e^
'picks, the first player picks up the complement ot o.
is shoNvn in /I: If the second player takes 1, the first player
takes 5; if the second player takes 2, the first piay^
4, and so on. Each of the three groups of 6 is thus ex-
hausted, and the second player is left with the last ma c
Had there been 47 matches, say, the grouping to Jorce a
win for the first player would have been: 1, 6, 6, 6, 6, , >
6, and 4. Rules for any other variation of Nim can also oe
easily formulated.
Pastimes of Past and Present Times 173
a puzzle connected with the origin of the game ol
chess.
According to an old tale, the Grand Vizier Sissa Ben
Dahir was granted a boon for having invented chess for
the Indian King, Shirham. Since this game is played on a
board with 64 squares, Sissa addressed the king: “Majesty,
give me a grain of wheat to place on the first square,
and two grains of wheat to place on the second square,
and four grains of wheat to place on the third, and eight
grains of wheat to place on the fourth, and so. Oh, King,
let me cover each of the 64 squares of the board.” “And
is that all you wish, Sissa, you fool?” exclaimed the as¬
tonished King. “Oh, Sire,” Sissa replied, “I have asked
for more wheat than you have in your entire kingdom,
nay, for more wheat than there is in the whole world,
verily, for enough to cover the whole surface of the earth
to the depth of the twentieth part of a cubit.” Now the
number of grains of wheat which Sissa demanded is
2®4 — 1, exactly the same as the number of disc transfers
required to fulfill the prophecy of Benares related on page
171.
Another remarkable way in which 2®4 arises is in com¬
puting the number of each person’s ancestors from the
beginning of the Christian era—just about 64 generations
ago. In that length of time, assuming that each person
has 2 parents, 4 grandparents, 8 great-grandparents,
etc., and not allowing for incestuous combinations, every¬
one has at least 2*^-* ancestors, or a little less than eighteen
and a half quintillion lineal relations alone. A most de¬
pressing thought
*
The Josephus problem is one of the most famous and
certainly one of the most ancient. It generally relates a
174 Mathematics and the Imagination
story about a number of people on board a ship, some of
whom must be sacrificed to prevent the ship from sinking.
Depending on the time that the version of the puzzle
was written, the passengers were Christians and Jews,
Christians and Turks, sluggards and scholars, Negroes
and whites, etc. Some ingenious soul with a knowledge of
mathematics always managed to preserve the favored
group. He arranged everyone in a circle, and reckoning
from a certain point onward, every nth person was to be
thrown overboard —n being a specified integer. The ar¬
rangement of the circle by the mathematician was such
that either the Christians, or the industrious scholars, or
the whites,—in other words, the assumedly superior group
—were saved, while the rest were thrown overboard in
accordance with the Golden Rule.
Originally, this tale was told of Josephus who found
himself in a cave with 40 other Jews bent on self-extinc¬
tion to escape a worse fate at the hands of the Romans.
Josephus decided to save his own neck. He placed every¬
one in a circle and made them agree that each third
person, counting around and around, should be killed.
Placing himself and another provident soul in the 16th
and the 31st position of the circle of 41, he and his
companion, being the last ones left, were conveniendy
able to avoid the road to martyrdom.
A later version of this problem places 15 Turks and
15 Christians on board a storm-ridden ship which is cer¬
tain to sink unless half the passengers are thrown over¬
board. After arranging ever^'one in a circle, the Chris¬
tians, ad majorem Dei gloriam^ proposed that every ninth
person be sacrificed.
Thus, every infidel was properly disposed of, and all
true Christians saved.
Pastimes of Past and Present Times 175
Among the Japanese, the Josephus problem assumed
another form: Thirty children, 15 of the first marriage,
and 15 of the second, agree that their father’s estate is
too small to be divided among all of them. So the second
O
%
ecce
Fic. 55.
C = Christian T = Turk
wife proposes that all the children be arranged in a
circle, in order to determine her husband’s heir by a
process of elimination. Being a prudent mathematician,
as well as the proverbially wicked stepmother, she ar¬
ranges the children in such a way that one of her own is
certain to be chosen. After 14 of the children of the lirst
marriage have been eliminated, the remaining child,
Oii\
176 Mathematics and the Imagination
evidently a keener mathematician than his stepmother,
proposes that the counting shall start afresh in the oppo¬
site direction. Certain of her advantage, and therefore
disposed to be generous, she consents, but finds to her
FIG. 56.—The Josephus problem, from Miyake
Kenryu’s Shojutsu. (From Smith and Mikami, A
History oj Japanese Matfumatics.)
dismay that all 15 of her own children are eliminated,
leaving the one child of the first marriage to become e
heir.^’ .
Elaborate mathematical solutions of more difficult an
generalized versions of the Josephus problem were given
by Euler, Schubert, and Tait.
Pastimes of Past and Present Times i 77
No discussion of puzzles, however brief, can afford to
omit mention of the best-known of the many puzzles
invented by Sam Lloyd. “15 Puzzle,” “Boss Puzzle,”
“le Jeu de Taquin,” are a few of its names. For several
years after its appearance in 1878, this puzzle enjoyed a
popularity, particularly throughout Europe, greater than
swing and contract bridge combined enjoy today. In Ger¬
many, it was played in the streets, in factories, in the royal
palaces, and in the Reichstag. Employers were forced to
post notices forbidding their employees to play the “15
Puzzle” during business hours under penalty of dismissal.
The electorate, having no such privileges, had to watch
their duly elected representatives play the “Boss Puzzle”
in the Reichstag while Bismarck played the Boss. In
France, the “Jeu de Taquin” was played on the boule¬
vards of Paris and in every tiny hamlet from the Pyrenees
to Normandy. A scourge of mankind was the “Jeu de
Taquin,” according to a contemporary French journalist,
—worse than tobacco and alcohol—“responsible for un¬
told headaches, neuralgias, and neuroses.”
For a time, Europe was “15 Puzzle” mad. Tourna¬
ments were staged and huge prizes offered for the solution
of apparently simple problems. But the strange thing was
that no one ever won any of these prizes, and the ap¬
parently simple problems remained unsolved.
The “15 Puzzle” (figure below) consists of a square
shallow box of wood or metal which holds 15 little
square blocks numbered from 1 to 15. There is actually
room for 16 blocks in the box so that the 15 blocks can
be moved about and their places interchanged. 1 he num¬
ber of conceivable positions is 16! = 20,922,789,888.000.
A problem consists of bringing about a specified ar¬
rangement of the blocks from a given initial position,
178 Mathematics and the Imagination
which is frequently the normal position illustrated in
Fig. 57.
Shortly after the puzzle was invented, two American
mathematicians proved that from any given initial
order only halj of all the conceivable positions can actu-
FiG. 57.—The 15 Puzzle (also Boss Puzzle orjeu
de Taquin) in normal position.
ally be obtained. Thus, there are always approximately
ten trillion positions which the possessor of a “15 Puzzle’*
can bring about, and ten trillion that he cannot.
The fact that there are impossible positions makes it
easy to understand why such generous cash prizes were
offered by Lloyd and others, since the problems for
which prizes were offered always entailed impossible
positions. And it is heart-breaking to think of the head¬
aches, neuralgias, and neuroses that might have been
spared—to say nothing of the benefits to the Reichstag
if The American Journal oj Mathematics had been as widely
circulated as the puzzle itself. With ten trillion possible
solutions there still would have been enough fun left
for everyone.
In the normal position (Fig. 57),. the blank space is in
Pastimes of Past and Present Times 179
the lower right-hand corner. \Vhen making a mathemati¬
cal analysis of the puzzle, it is convenient to consider that
a rearrangement of the blocks consists of nothing more
than moving the blank space itself through a specific
path, always making certain that it ends its journey in
the lower right-hand corner of the box. To this end, the
blank space must travel through the same number of
boxes to the left as to the right and through the same
number of boxes upwards as downwards. In other words,
the blank space must move through an even number of boxes.
If, starting from the normal position, the desired one
can be attained while complying with this requirement,
it is a possible position, otherwise it is impossible.
Based upon this principle, the method of determining
whether a position is possible or impossible is very simple.
In the normal position every numbered block appears
in its proper numerical order, i.e., regarding the boxes,
row by row, from left to right, no number precedes any
number smaller than itself. To bring about a position
different from the normal one, the numerical order of
the blocks must be changed. Some numbers, perhaps all,
will precede others smaller than themselves. Every in¬
stance of a number preceding another smaller than itself
is called an inversion. For example, if the number 6 pre¬
cedes the numbers 2, 4, and 5, this is an inversion to
which we assign the value 3, because 6 precedes three
numbers smaller than itself. If the sum of the values of
all the inversions in a given position is even, the position
is a possible one—that is, it can be brought about from
the normal position. If the sum of the values of the in¬
versions is odd, the position is impossible and cannot be
brought about from the normal configuration.
The position illustrated in figure 58 can be created
13
18o Mathematics and the Imagination
from the normal position since the sum of the values of
the inversions is six—an even number.
1
4
3
1 ^
5
8
7
Ijia
9
12
11
|l3
14
15
■
FIG. 58 .
But the position shown in Fig. 59 is impossible, since,
as may readily be seen, the sum of the value of the in¬
versions brought about is odd:
1 ^
3
2
Tt
1 ^
7
6
5 1
|]2
11
10
91
1
14
13
n[
FIG. 59 .
Figures 60 a, b, c illustrate three other positions. Are
they possible, or impossible to obtain from the normal
order?
1
2
^3
4
5
6
7
8
9
10
11
12
15
U
13
11
7
4
8
13
1
2
5
10
3
9
15
12
14
6
2
4
6
8
10
11
12
13
3
5
7
9
15
1
14
FIGS. 60 (a, b, c).
Pastimes of Past and Present Times
i8i
SPIDER AND FLY PROBLEM
Most of US learned that a straight line is the shortest
distance between two points. If this statement is supposed
to apply to the earth on which we live, it is both useless
and untrue. As we have seen in the previous chapter,
the nineteenth-century mathematicians Ricmann and
Lobachevsky knew that the statement, if true at all,
applied only to special surfaces. It does not apply to a
spherical surface on which the shortest distance between
two points is the arc of a great circle. Since the shape of
the earth approximates a sphere, the shortest distance be¬
tween two points anywhere on the surface of the earth is
never a straight line, but is a portion of the arc of a great
circle. (See page 146.)
Yet, for all practical purposes, even on the surface of
the earth, the shortest distance between two points is
given by a straight line. That is to say, in measuring
ordinary distances with a steel tape or a yardstick, the
principle is substantially correct. However, for distances
beyond even a few hundred feet, allowance must be
made for the curvature of the earth. When a steel rod
over 600 feet in length was recently constructed in a
large Detroit automobile factory, it was found that the
exact measurement of its length was impossible without
allowing for the earth’s curvature. We indicated that
the determination of a geodesic is very difficult for com¬
plicated surfaces. But we can give one puzzle showing
how deceptive this problem may be for even the simplest
case—the flat surface.
In a room 30 feet long, 12 feet wide, and 12 feet high,
there is a spider in the center of one of the smaller walls,
1 foot from the ceiling; and there is a fly in the middle
182 Mathematics and the Imagination
of the opposite wall, 1 foot from the floor. The spider
has designs on the fly. What is the shortest possible
route along which the spider may crawl to reach his
FIG. 61.—The spider, his kind invitation to the
fly having been rebuffed, sets out for dinner along
the shortest possible route. What path is the geo¬
desic for the hungry spider?
*
prey? If he crawls straight down the wall, then in a
straight line along the floor, and then straight up the
other wall, or follows a similar route along the ceiling,
the distance is 42 feet. Surely it is impossible to imagine a
shorter route! However, by cutting a sheet of paper,
which, when properly folded, will make a model of the
room (see Fig. 61), and then by joining the points rep-
Pastimes of Past and Present Times 183
resenting the spider and the fly by a straight line, a geo¬
desic is obtained. The length of this geodesic is only 40
feet, in other words, 2 feet shorter than the “obvious”
route of following straight lines.
There are several ways of cutting the sheet of paper,
and accordingly, there are several possible routes, but
that of 40 feet is the shortest; and remarkably enough,
as may be seen from cut D in Fig. 61, this route requires
the spider to pass over 5 of the 6 sides of the room.
This problem graphically reveals the point emphasized
throughout—our intuitive notions about space almost
invariably lead us astray.
*
RELATIONSHIPS
Ernest Legouve,^® the well known French dramatist,
tells in his memoirs that, while taking the baths at Plom-
bieres, he proposed a question to his fellow bathers: “Is it
possible for two men, wholly unrelated to each other, to
have the same sister?” “No, that’s impossible,” replied a
notary at once. An attorney who was not quite so quick
in giving his answer, decided after some deliberation, that
the notary was right. Thereupon, the others q uickly agreed
that it was impossible. “But still it is possible,” Legouve
remarked, “and I will name two such men. One of them
is Eugene Sue, and I am the other.” In the midst of cries
of astonishment and demands that he explain, he called
the bath attendant and asked for the slate on which the
attendant was accustomed to mark down those who had
come for their baths. On it, he wrote:
(
Mrs. Suc^Mr. Sue
Eugene Sue
means married to; | means offspring of)
Mrs. Sauvais^Mr. Sue Mrs. Sauvais^Mr. Legouvrf
Flore Sue Ernest Legouv^
184 Mathematics and the Imagination
“Thus, you see,” he concluded, “it is quite possible for
two men to have the same sister, without being related
to each other.”
Most of the puzzles treated hitherto required four
steps for their solution:
1. Sifting out the essential facts.
2. Translating these facts into the appropriate sym¬
bols.
3. Setting up the symbols in equations.
4. Solving the equations.
To solve the problems of relationship two of these steps
must be modified. A simple diagram replaces the alge¬
braic equation; inferences from the diagram replace the
algebraic solution. Without the symbols and diagrams,
however, the problems may become extremely confusing,
Alexander MacFarlane, a Scotch mathematician, de¬
veloped an “algebra of relationships” which was pub¬
lished in the proceedings of the Royed Society of Edin¬
burgh, but the problems to which he applied his calculus
were easily solvable without it. McFarlane used the-well-
known jingle:
Brothers and sisters have I none,
But this man’s father is my father’s son,
as a guinea pig for his calculus, although the diagram¬
matic method gives the solution much more quickly.
An old Indian fairy tale creates an intricate series of
relationships which would probably prove too much even
for MacFarlane’s algebra. A king, dethroned by his rela¬
tives, was forced to flee with his wife and daughter.
During their flight they were attacked by robbers; while
defending himself, the king was killed, although his wife
and daughter managed to escape. Soon they came to a
Pastimes of Past and Present Times 185
forest in which a prince of the neighboring country and
his son were hunting. The prince (a widower) and his
son (an eligible bachelor) noticing the footsteps of the
mother and daughter decided to follow them. The father
declared that he would marry the woman with the large
footsteps—undoubtedly the older—and the son said he
would marry the woman with the small footsteps who
was surely the younger. But on their return to the castle,
the father and his son discovered that the small feet be¬
longed to the mother and the big feet to the daughter.
Nevertheless, mastering their disappointment, they mar¬
ried as they had planned. After the marriage, the mother,
daughter-in-law of her daughter, the daughter, mother-
in-law of her mother, both had children—sons and
daughters. The task of disentangling the resulting re¬
lationships we entrust to the reader, as well as the
explanation of the following verse found on an old grave¬
stone at Alencourt, near Paris:
Here lies the son; here lies the mother;
Here lies the daughter; here lies the father;
Here lies the sister; here lies the brother;
Here lie the wife and the husband.
Still, there are only three people here.
♦
In Albrecht Durer’s famous painting, “Melancholia,’*
there appears a device about which more has been
written than any other form of mathematical amusement.
The device is a magic square.
A magic square consists of an array of integers in a
square which, when added up by rows, diagonals, or
columns, yield the same total. Magic squares date back
at least to the Arabs. Great mathematicians like Euler
186 Mathematics and the Imagination
and Cayley found them amusing and worth studying.
Benjamin Franklin admitted somewhat apologetically
that he had spent some time in his youth on these
“trifles”—time “which,” he hastened to add, “I might
have employed more usefully.” Mathematicians have
never pretended that magic squares were anything more
than amusement, however much time they spent on
them, although the continual study devoted to this
puzzle form may incidentally have cast some light on
relations between numbers. Their chief appeal is still
mystical and recreational.
There are other puzzles of considerable interest not
discussed here because we treat them more fully in their
proper place.^® Among these are problems connected
with the theory of probability, map-coloring, and the
one-sided surfaces of Mobius.
Only one extensive group of problems remains—those
connected with the theory of numbers. The modern the¬
ory of numbers, represented by a vast literature, engages
the attention of every serious mathematicizin. It is a
branch of study, many theorems of which, though exceed¬
ingly difficult to prove, can be simply stated and readily
understood by everyone. Such theorems are therefore
more widely known among educated laymen than the¬
orems of far greater importance in other branches of
mathematics, theorems which require technical knowl¬
edge to be understood. Every book on mathematical
recreations is filled with simple or ingenious, cunning or
marvelous, easy or difficult puzzles based on the behavior
and properties of numbers. Space permits us to mention
only one or two of those significant theorems about num¬
bers which, in spite of their profundity, can be easily
grasped.
Pastimes of Past and Present Times 187
Ever since Euclid proved 21 that the number of primes
is infinite, mathematicians have been seeking for a test
which would determine whether or not a given number
IS a prime. But no test applicable to all numbers has
been found. Curiously enough, there is reason to believe
that certain mathematicians of the seventeenth century,
who spent a great deal of time on number theory, had
means of recognizing primes unknown to us. The Trench
mathematician Mersenne and his much greater con¬
temporary, Fermat, had an uncanny way of determin¬
ing the values of />, for which 2^ - 1 is a prime. It has
not yet been clearly determined how completely they
had developed their method, or indeed, exactly what
method they employed. Accordingly, it is still a source of
wonder that Fermat replied without a moment’s hesi¬
tation to a letter which asked whether 100895598169
was a prime, that it was the product of 898423 and
112303, and that each of these numbers was prime.
Without a general formula for all primes, a mathema¬
tician, even today, might spend years hunting for the
correct answer.
One of the most interesting theorems of number
theory is Goldbach s, which states that every even num¬
ber is the sum of two primes. It is easy to understand; and
there is every reason to believe that it is true, no even
number having ever been found which is not the sum
of two primes; yet, no one has succeeded in finding a
proof valid for all even numbers.
But perhaps the most famous of all such propositions,
believed to be true, but never proved, is “Fermat’s Last
Theorem.” In the margin of his copy of Diophantus,
Fermat wrote: “If n is a number greater than two, there
are no whole numbers, a, b, c such that = c^.
188 Mathematics and the Imagination
I have found a truly wonderful proof which this margin
is too small to contain.” What a pity! Assuming Fermat
actually had a proof, and his mathematical talents were
of such a high order that it is certainly possible, he would
have saved succeeding generations of mathematicians
unending hours of labor if he had found room for it on
the margin. Almost every great mathematician since
Fermat attempted a proof, but none has ever succeeded.
Many pairs of integers are known, the sum of whose
squares is also a square, thus:
32 + 42 = 5^ or, 62 -h 8^ = 102.
But no three integers have ever been found where the
sum of the cubes of two of them is equal to the cube of the
third. It was Fermat’s contention that this would be true
for all integers when the power to which they were raised
was greater than 2. By extended calculations, it has been
shown that Fermat’s theorem is true for values of n up to
617. But Fermat meant it for every n greater than 2. Of
all his great contributions to mathematics, Fermat s most
celebrated legacy is a puzzle which three centuries of
mathematical investigation have not solved and which
skeptics believe Fermat, himself, never solved.
*
Somewhat reluctantly we must take our leave of puz
zles. Reluctantly, because we have been able to catch
only a glimpse of a rich and entertaining subject, an
because puzzles in one sense, better than any other sing e
branch of mathematics, reflect its always youthful, un
spoiled, and inquiring spirit. When a man stops wonder
ing and asking and playing, he is through. Puzzles are
made of the things that the mathematician, no less t an
Pastimes of Past and Present Times 189
the child, plays with, and dreams and wonders about, for
they are made of the things and circumstances of the world
he lives in.
FOOTNOTES
1. Anatole France, The Crime of Sylvestre Bonnard 156.
2. W. W. R. Ball, Mathematical Recreations and Essays, 11th ed. New
York: Macmillan, 1939.
W. Lietzmann, Lustiges und Merkwixrdiges von Zahlen und Formen,
Breslau: Hirt, 1930.
Helen Abbot Merrill, Mathematical Excursioris, Boston; Bruce
Humphries, 1934.
W. Ahrens, Matherhatische Unterhaltungen und Spiele, Leipzig; B. G.
Teubner, 1921, vols. I and II.
H. E. Dudeney, Amusements in Mathematics, London; Thomas
Nelson, 1919.
E. Lucas, Recreations Mathematiques, Paris; Gautier-VilJars
1883-1894, vols. I, II, III and IV.—P. 157.
3. Here is an example of a type of puzzle quite fashionable of late,
which, though apparently wordy, contains no unessential facts:
THE ARTISANS
There are three men, John, Jack and Joe, each of whom is
engaged in two occupations. Their occupations classify each
of them as two of the following: chauffeur, bootlegger, musi¬
cian, painter, gardener, and barber.
From the following facts find in what two occupations each
man is engaged:
1. The chauffeur offended the musician by laughing at his
long hair.
2. Both the musician and the gardener used to go fishing
with John.
3. The painter bought a quart of gin from the bootlegger.
4. The chauffeur courted the painter’s sister.
5. Jack owed the gardener S5.
6. Joe beat both Jack and the painter at quoits.—P. 158.
4. There are two different ways, both of which are symbolized in
the following table.—P. 159.
1 go Mathematics and the Imagination
FIRST SOLUTION SECOND SOLUTION
W = WOLF C = CABBAGE
G = GOAT -> = CROSSING
5. At least so says his biographer, Arago. Not only was the quality
of Poisson’s work extremely high, but the output was enormou^
Besides occupying several important official posidons, he turned
out over 300 works in a comparadvely short lifetime, (1781
1840). “La vie, c’est le travail,” said this erstwhile shadow on the
Poisson household, though oddly enough, a puzzle brought him
to a life dedicated to unceasing labor.—P. 161.
6. Fill the 5 quart jar from the 8 quart jar and pour 3 quarts from
the 5 quart jar into the 3 quart jar. Then pour the 3 quarts
back into the 8 quart jar. Pour the remaining 2 quarts from the
5 quart jar into the 3 quart jar. Now fill the 5 quart jar again.
Since there are 2 quarts in the 3 quart jar, one additional qu^t
will fill this jar. Pour enough wine from the 5 quart jar to c
3 quart jar. The 5 quart jar will then have 4 quarts rernaining
in it. Now pour the 3 quarts from the 3 quart jar into quar
jar. This, together with the 1 quart remaining in the 8 quart
jar, will make 4 quarts.—P. 162.
7. W. W. R. Ball, op. cit.—?. 163. v th t
8. Other bases have been suggested. There is reason to believe a
the Babylonians employed the base 60, and in more recerU
the use of the base 12 has been urged rather strongly.
9. Hall and Knight, Hightr Algebra. —P. 165.
Pastimes of Past and Present Times 191
10. Arnold Dresden, An Invitation to Mathematics, New York- Henrv
Holt & Co., 1936.—P. 167. ' ^
11. W. Ahrens, op. cit. —P. 170.
12. W. W. R. Ball, op. dt.—P. 170.
13. (Making allowance for leap years.—Ed.)—P. 171.
14. See W. Ahrens, op. cit., and Bouton, Annals oj Mathematics, series
(1901-1902), pp. 35-39, for the mathematical proof
of Nim.—P. 171.
15. One-twentieth of a cubit is about one inch.—P. 173.
16. The general rule for solution of all such problems may be found
in P. G. Tait, Collected Scientijic Papers, 1900.—P. 174.
17. Smith & Mikami, A History of Japanese Mathematics, p. 83.—P.
176.
18. Johnson & Story, American Journal of Mathematics, vol. 2 (1879).—
P* 178.
19. Ahrens, op. cit., volume 2.—P. 183.
20. There are also puzzles which though very amusing and deceptive,
present no mathemadcal idea which has not been already con¬
sidered—and such puzzles have, therefore, been omitted. We
may, nevertheless, give three examples, chosen because they
are so often solved incorrecdy:
(a) A glass is half-filled with wine, and another glass half-
filled with water. From the first glass remove a teaspoon¬
ful of wine and pour it into the water. From the mixture
take a teaspoonful and pour it into the wine. Is the
quandty of wine that was removed from the wine glass
greater, or less than the quantity of water removed from
the glass of water? To end all quarrels—they are the same.
(b) The following puzzle troubled the delegates to a dis¬
tinguished gathering of puzzle experts not long ago. A
monkey hangs on one end of a rope which passes through
a pulley and is balanced by a weight attached to the other
end. The monkey decides to climb the rope. What hap¬
pens? The astute puzzlers engaged in all sorts of futile
conjectures and speculations, ranging from doubts as to
whether the monkey could climb the rope, to rigorous
“mathematical demonstrations” that he couldn’t. (We
yield to a shameful and probably superfluous urge to point
out the solution—the weight rises, like the monkey!)
(c) Imagine we have a piece of string 25,000 miles long, Just
ong enough to exactly encircle the globe at the equator.
We take the string and fit it snugly around, over oceans,
deserts, and jungles. Unfortunately, when we have com-
192
Mathematics and the Imagination
pleted our task we find that in manufacturing the string
there has been a slight mistake, for it is just a yard too long.
To overcome the error, we decide to tie the ends to¬
gether and to distribute this 36 inches evenly over the en¬
tire 25,000 miles. Naturally (we imagine) this will never
be noticed. How far do you think that the string will
stand off from the ground at each point, merely by virtue
of the fact that it is 36 inches too long?
The correct answer seems incredible, for the string
will stand 6 inches from the earth over the entire 25,000
miles.
To make this seem more sensible you might ask your¬
self: In walking around the surface of the earth, how much
further does your head travel than your feet?—P. 186.
21. Euclid’s proof that there is an infinite number of primes is an
elegant and concise demonstration. If P is any prime, a prime
greater than P can always be found. Construct /*! + !. This
number, obviously greater than P, is not divisible by P or any
number less than P. There are only two alternatives: (1) It is
not divisible at all; (2) It is divisible by a prime lying between
P and P\ -j- 1. But both of these alternatives prove the existence
of a prime greater than P. Q.E.D.—P. 187.
22. Ball, op. cit.—P. 187.
Paradox Lost and Paradox Regained
How quaint the ways of paradox —
At common sense she gaily mocks.
-W. S. GILBERT
Perhaps the greatest paradox of all is that there are par¬
adoxes in mathematics. We are not surprised to discover
inconsistencies in the experimental sciences, which peri¬
odically undergo such revolutionarychanges that although
only a short time ago we believed ourselves descended
from the gods, we now visit the zoo with the same friendly
interest with which we call on distant relatives. Similarly,
the fundamental and age-old distinction between matter
and energy is vanishing, while relativity physics is shatter¬
ing our basic concepts of time and space. Indeed, the testa¬
ment of science is so continuously in a flux that the heresy
of yesterday is the gospel of today and the fundamental¬
ism of tomorrow. Paraphrasing Hamlet—what was once
a paradox is one no longer, but may again become one.
Yet, because mathematics builds on the old but does not
discard it, because it is the most conservative of the sci¬
ences, because its theorems are deduced from postulates
by the methods of logic, in spite of its having undergone
revolutionary changes we do not suspect it of being a dis¬
cipline capable of engendering paradoxes.
Nevertheless, there are three distinct types of paradoxes
which do arise in mathematics. There arc contradictory
'93
194 Mathematics and the Imagination
and absurd propositions, which arise from fallacious rea¬
soning. There are theorems which seem strange and in¬
credible, but which, because they are logically unassail¬
able, must be accepted even though they transcend intui¬
tion and imagination. The third and most important class
consists of those logical paradoxes which arise in connec¬
tion with the theory of aggregates, and which have re¬
sulted in a re-examination of the foundations of mathe¬
matics. These logical paradoxes have created confusion
and consternation among logicians and mathematicians
and have raised problems concerning the nature of
mathematics and logic which have not yet found a satis¬
factory solution.
PARADOXES-STRANGE BUT TRUE
This section will be devoted to apparently contradic¬
tory and absurd propositions which are nevertheless
true.^ Earlier, we examined the paradoxes of Zeno.
Most of these were explained by means of infinite series
and the transfinite mathematics of Cantor. There are
yet others involving motion, but unlike Zeno’s puzzles,
they do not consist of logical demonstrations that motion
FIG. 62.
Paradox Lost arid Paradox Regained 195
is impossible. However, they graphically illustrate how
false our ideas about motion may be; how easily, for
example, one may be deceived by the path of a moving
object.
In Fig. 62, there are two identical coins. If we roll the
coin at the left along half the circumference of the other,
following the path indicated by the arrow, we might sus¬
pect that its final position, when it reaches the extreme
right, should be with the head inverted and not in an up¬
right position. That is to say, after we revolved the coin
through a semicircle (half of its circumference), the head
on the face of the coin, having started from an upright
position, should now be upside down. If, however, we
perform the experiment, we shall see that the final posi¬
tion will be as illustrated in Fig. 62, Just as though the
coin had been revolved once completely about its own
circumference.
The following enigma is similar. The circle in Fig. 63
has made one complete revolution in rolling from A to
B. The distance AB is therefore equal in length to the
circumference of the circle. The smaller circle inside the
larger one has also made one complete revolution in trav¬
ersing the distance CD. Since the distance CD is equal to
the distance AB and each distance is apparently equal to
the circumference of the circle which has been unrolled
upon it, we are confronted with the evident absurdity
*4
196 Mathematics and the Imagination
that the circumference of the small circle is equal to the
circumference of the large circle.
In order to explain these paradoxes, and several others
of a similar nature, we must turn our attention for a
moment to a famous curve—the cycloid. (See Fig. 64.)
FIG. 64.—The cycloid.
The cycloid is the path traced by a fixed point on the
circumference of a wheel as it rolls without slipping upon
a fixed straight line.
In Fig. 65, as the wheel rolls on the line MN^ the points
A and B describe a cycloid. After the wheel has made
half a revolution, the point A \ is at ^4 3, and B\ is at B%. At
this juncture, there is nothing to indicate that the point
Paradox Lost and Paradox Regained 197
A and the point B have not traveled throughout at the
same speed, since it is evident that they have covered the
same distance. But, if we examine the intermediary
points A 2 and B 2 which show the respective positions of
A and B after a quarter-turn of the wheel, it is clear that
in the same time A has traveled a greater distance than
B. This difference is compensated for in the second
quarter turn in which 5, traveling from B^ to Bz, covers
the same distance that A covered moving from Ai to A^',
it is obvious that the distance along the curve from B 2
to Bz is equal in length to the distance from Ai to A^.
Hence in one-half revolution, both A and B have
traversed exactly the same distance.
FJG- 65.—When the rolling wheel is in the dotted
position it has completed one-quarter of a turn,
and A has traveled from /I, to ^ 2 , but B only from’
Bx to B-i. The shaded circle indicates the wheel has
completed three-quarters of a revolution.
This strange behavior of the cycloid explains the fact
that when a wheel is in motion, the part furthest from
the ground, at any instant, actually moves along hori¬
zontally faster than the part in contact with the ground.
It can be shown that as the point of a wheel in contact
with the road starts moving up, it travels more and more
quickly, reaching its maximum horizontal speed when its
position is furthest from the ground.
198 Mathematics and the Imagination
Another interesting property of the cycloid was dis¬
covered by Galileo. It was pointed out in the chapter on
Pie that the area of a circle could only be expressed with
the aid of tt, the transcendental number. Since the nu¬
merical value of TT can only be approximated (although as
closely as we please, by taking as many terms of the
infinite series as we wish), the area of a circle can also
only be expressed as an approximation. Remarkably
enough, however, with the aid of a cycloid, we may
construct an area exactly equal to the area of a given circle.
Based upon the fact that the length of a cycloid, from
cusp to cusp, is equal to four times the length of the di¬
ameter of the generating circle, it may be shown that the
area bound by the portion of the cycloid between the two
cusps and the straight line joining the cusps, is equal to
three times the area of the circle. From which it follows
that the enclosed space (shaded in Fig. 66) on either side
of the circle in the center is exactly equal to the area of the
circle itself.
FIG. 66. —When the rolling circle is in the indicated
position, the shaded areas on each side are exactly
equal to the area of the circle.
The paradox resulting from the pseudo-proof that the
circumference of a small circle is equal to that of a larger
circle can be explained with the aid of another member
of the cycloid family—the prolate cycloid (Fig. 67).
An inner point of a wheel which rolls on a straight line
Paradox Lost and Paradox Regained 199
describes the prolate cycloid.'Thus, a point on the cir¬
cumference of a smaller circle concentric with a larger
one will generate this curve. The small circle in Fig. 63
makes only one complete revolution in moving from C
to D and a point on the circumference of this circle will
describe a prolate cycloid. However, by comparing the
prolate cycloid with the cycloid, we observe that the
FIG. 67.—The prolate cycloid is generated by the
point P on the smaller circle as the larger circle rolls
along the line MN.
small circle would not cover the distance CD merely by
making one revolution as the large circle docs. Part of
the distance is covered by the circle while it is unrolling,
but simultaneously, it is being carried forward by the
large circle as this moves from A to B. This may be seen
even more clearly if we regard the center of the large
circle in Fig. 63. The center of a circle, being a math¬
ematical point and having no dimensions, docs not re¬
volve at all, but is carried the entire distance from A to B
by the wheel.
With regard to the problems arising from a wheel roll¬
ing on a straight line, we have discussed the trajectory
(path) of a point on the circumference of the wheel and
found this path to be a cycloid, and we have considered
the curve traced by a point on the inside of the wheel and
discovered the prolate cycloid. In addition, it is interest-
200
Mathematics and the Imagination ,
ing to mention the path "traced by a point outside of the
circumference of a wheel, such as the outermost point of
the flanged wheels used on railway trains. Such a point
is not actually in contact with the rail upon which the
wheel is revolving. The curve generated is called a curtate
cycloid (Fig. 68) and explains the curious paradox that,
at any instant of time, a railroad train never moves
entirely in the direction in which the engine is pulling.
There are always parts of the train which are traveling
in the opposite direction!*
FIG. 68.—The Curtate Cycloid.
A point on the flange of a moving railway wheel
generates this curve. The part of a railway train
which moves backward when the train moves for¬
ward is the shaded portion of the wheel.
* Other such parts would be the crosshead and connecting rod of
the locomotive.
201
Paradox Lost and Paradox Regained
Among the innovations in mathematics of the last
quarter-century, none overshadows in importance the de¬
velopment of the theory of point sets and the theory of
functions of a real variable. Based entirely upon the new
methods of mathematical analysis, a greater rigor and
generality in geometry was achieved than could have
been imagined had science been developed entirely by
intuitive means. It was found that all conventional geo¬
metrical ideas could be redefined with increased accuracy
by drawing upon the theory of aggregates and the power¬
ful new tools of analysis. In rubber-sheet geometry', as
we shall see, curves are defined in such a way as to elimi¬
nate every naive appeal to intuition and experience. A
simple closed curve is defined as a set of points possessing
the property that it divides the plane into exactly two
regions: an inside and an outsidey where inside and outside
are precisely formulated by analytical methods without
reference to our customary notions of space. By just such
means, figures far more complex than had ever before
been studied were developed and investigated. Indeed,
although analytical geometry is limited to contours
which can be described by algebraic equations whose
variables are the co-ordinates of the points of the con¬
figuration, the new analysis made possible the study of
forms which cannot be described by any algebraic equa¬
tion. Some of these we shall encounter in the section on
Pathological Curves.
Extended studies were also undertaken of certain classes
of points—like the points in space—and the notion of
dimensionality was freshly re-examined. In connection
with this study, one of the great accomplishments of
recent years has been to assign to each configuration a
number: 0, 1, 2, or 3, to denote its dimensionality. The
202
Mathematics and the Imagination
established belief had been that this was a simple and ob¬
vious matter which did not require mathematical analysis
and could be solved intuitively. Thus, a point would be
said to have zero dimension, a line or a curve—one di¬
mension, a plane or a surface—two dimensions, and a
solid—three dimensions. It must be conceded that the
problem of determining whether an object has 0, 1,2, or
3 dimensions does not look very formidable. However,
one remarkable paradox which was uncovered is suffi¬
cient in itself to show that this is not the case at all and
that our intuitive ideas about dimensionality, as well as
area, are not only lacking in precision, but are often
wholly misleading.
The paradox appeared in trying to ascertain whether
a number (called a measure) could be uniquely assigned
to every figure in the plane so that the following three
conditions would be satisfied: (1) the word “congruent’’
being used in the same sense in which it was learned in
elementary geometry,^ two congruent figures were to
have the same measure; (2) if a figure were divided into
two parts, the sum of the measures assigned to each of
the two parts was to be exacdy equal to the measure
assigned to the original figure; (3) as a model for de¬
termining the method of assigning a measure to each
figure in the plane, it was agreed that the measure 1
should be assigned to the square whose side has a length
of one unit.
What is this concept of measure? From the foregoing,
it would seem to follow that the measure to be assigned
to each figure in the plane is nothing more than the area
of that figure. In other words, the problem is to ascertain
whether the area of every figure in the plane, regardless of
its complexity, can be uniquely determined. It need
Paradox Lost and Paradox Regained 203
hardly be pointed out that this was intended as a general
and theoretical exercise and not as the vast and ob¬
viously impossible undertaking of actually measuring
every conceivable figure. The problem was to be con¬
sidered solved if a theoretical proof were given that every
figure could be assigned a unique measure. But it should
be noted that the principal aim was to keep this in¬
vestigation free from the traditional concepts of class¬
ical geometry—the notion of area understood in the old
way was taboo, and the customary methods of determin¬
ing its specifically excluded; the approach was to be
analytic (by means of point sets), rather than geometric.
Adhering to just such restrictions, it was proved that no
matter how complex a figure is, no matter how many
times the boundary crosses and recrosses itself, a unique
measure can be assigned to it.
Then came the debacle. For the amazing fact was
uncovered that the same problem, when extended to
surfaces, was not only unsolvable but led to the most
stunning paradoxes. Indeed, the very same methods
which had been so fruitful in the investigations in the
plane, when applied to the surface of a sphere proved
inadequate to determine a unique measure.
Docs this really mean that the area of the surface of
a sphere cannot be uniquely determined? Docs not the
conventional formula Arrr^ give correctly the area of the
surface of a sphere? Unfortunately, we cannot undertake
to answer these questions in detail, for to do so would
carry us far afield and require much technical knowledge.
We admit that the area of a spherical surface as deter¬
mined by the old classical methods is Airr^. But the old
methods were lacking in generality; they were found to be
inadequate to determine the area of complex figures; fur-
204 Mathematics and the Imagination
thermore, we already gave warning that the naive con¬
cept of area was deliberately to be omitted from the meas¬
uring attempt. While the advance in function theory and
the new methods of analysis did overcome some of these
difficulties, they also introduced new problems closely con¬
nected with the infinite, and as mathematicians have long
realized, the presence of that concept is by no means an
unmixed blessing. Though it has enabled mathematics
to make great strides forward, these have always been in
the shadow of uncertainty. One may continue to employ
such formulae as 47rr^, for the very good reason that they
work; but if one wishes to keep pace with the bold and
restless mathematical spirit, one is faced with the com¬
fortless alternatives of abandoning logic to preserve the
classical concepts, or of accepting the paradoxical results
of the new analysis and casting horse sense to the winds.
The conditions for assigning a measure to a surface
are similar to the conditions for assigning a measure to
figures in the plane: (1) The same measure shall be
assigned to congruent surfaces; (2) The sum of the
measures assigned to each of two component parts of a
surface shall be equal to the measure assigned to the
original surface; (3) If S denotes the entire surface of a
a sphere of radius r, the measure assigned to S shall be
47rr^.
The German mathematician Hausdorff showed that
this problem is insoluble, that a measure cannot uniquely
be assigned to the portions of the surface of a sphere so
that the above conditions will be satisfied. He showed
that if the surface of a sphere were divided into three
separate and distinct parts: d, 5, C, so that A is congruent
to B and B is congruent to C, a strange paradox arises
which is strongly reminiscent of, and indeed, related to
Paradox Lost and Paradox Regained 205
some of the paradoxes of transfinite arithmetic. For
Hausdorff proved that not only is .1 congruent to C (as
might be expected), but also that .-I is congruent to B
4- C. What are the implications of this startling result?
If a measure is assigned to zl, the same measure must
must be assigned to B and to C, because A is congruent
to By B is congruent to C and A is congruent to C. But,
on the other hand, since A is congruent to 5 + C, the
measure assigned to A would also have to be equal to
the sum of the measures assigned to B and C. Obviously,
such a relationship could only hold if the measures
assigned to d, By and C were all equal to 0. But that is
impossible by condition (3), according to which the sum
of the measures assigned to the parts of the surface of a
sphere must be equal to Airr-. How then is it possible to
assign a measure?
From a slightly different viewpoint, we see that if /I,
By and C are congruent to each other and together make
up the surface of the entire sphere, the measure of any
one of them must be the measure of one-third of the sur¬
face of the entire sphere. But if A is not only congruent to
B and C, but also to 5 + C (as Hausdorff has shown), the
measure assigned to A and the measure assigned to B
+ C must each be equal to half the surface of the sphere.
Thus, whichever way we look at it, assigning measures
to portions of the surface of a sphere involves us in a
hopeless contradiction.
Two distinguished Polish mathematicians, Banach
Tarski, have extended the implications of Haus¬
dorff s paradoxical theorem to three-dimensional space,
with results so astounding and unbelievable that their
like may be found nowhere else in the whole of mathe¬
matics. And the conclusions, though rigorous and unim-
2 o 6 Mathematics and the Imagination
peachable, are almost as incredible for the mathema¬
tician as for the layman.
Imagine two bodies in three-dimensional space: one
very large, like the sun; the other very small, like a pea.
Denote the sun by iS* and the pea by S'. Remember now
that we are referring not to the surfaces of these two spher¬
ical objects, but to the entire solid spheres oj both the sun and
the pea. The theorem of Banach and Tarski holds that the
following operation can theoretically be carried out:
Divide the sun iS" into a great many small parts. Each
part is to be separate and distinct and the totality of the
parts is to be finite in number. They may then be des¬
ignated by Si, S 2 y J 3 , . . . Sn, and together these small
parts will make up the entire sphere S. Similarly, S '—the
pea—is to be divided into an equal number of mutually
exclusive parts— s'l, j' 2 , -^^ 3 , • • • s'm which together
will make up the pea. Then the proposition goes on to
say that if the sun and the pea have been cut up in a suit¬
able manner, so that the litde portion Si of the sun is con¬
gruent to the litde portion of the pea, ^2 congruent to
s' 2 , ^3 congruent to r' 3 , up to congruent to ^'n, this
process will exhaust not only all the little portions of the
pea, but all the tiny portions oj the sun as well.
In other words, the sun and the pea may both be di¬
vided into a finite number of disjoint parts so that every
single part of one is congruent to a unique part of the otherj and
so that after each small portion of the pea has been matched with
a small portion of the run, no portion of the sun will be left over.
* We recognize this, of course, to be a simple one-to-one cor¬
respondence between the elements of one set which make up the sun,
and the elements of another set which make up the pea. The paradox
lies in the fact that each element is matched with one which is com¬
pletely congruent to it (at the risk of repeating, congruent means
identical in size and shape) and that there are enough elements in the
Paradox Lost and Paradox Regained 207
To express this giant bombshell in terms of a small fire¬
cracker. There ts a a)ajy oj dividing a sphere as large as the
sun into separate partSy so that no two parts will have any points
in commony and yet without compressing or distorting any part,
the whole sun may at one time be fitted snugly into one^s vest
pocket. Furthermore the pea may have its component
parts so rearranged that without expansion or distortion,
no two parts having any points in common, they will fill
the entire universe solidly, no vacant space remaining either in
the interior oj the pea, or in the universe.
Surely no fairy tale, no fantasy of the Arabian nights,
no fevered dream can match this theorem of hard, mathe¬
matical logic. Although the theorems of Hausdorff,
Banach, and Tarski cannot, at the present time, be put
to any practical use, not even by those who hope to
learn how to pack their overflowing belongings into a
week-end grip, they stand as a magnificent challenge to
imagination and as a tribute to mathematical concep¬
tion.^
♦
As distinguished from the paradoxes just considered,
there are those which are more properly referred to as
mathematical fallacies. They arise in both arithmetic
and geometry and are to be found sometimes, although
not often, even in the higher branches of mathematics as,
for instance, in the calculus or in infinite series. Most
mathematical fallacies are too trivial to deserve attention;
nevertheless, the subject is entitled to some consideration
because, apart from its amusing aspect, it shows how a
chain of mathematical reasoning may be entirely vitiated
by one fallacious step.
set making up the pea to match exactly the elements which make up
the sun. ^
2o8
Mathematics and the Imagination
ARITHMETIC FALLACIES
I. A proof that 1 is equal to 2 is familiar to most of
us. Such a proof may be extended to show that any two
numbers or expressions are equal. The error common to
all such frauds lies in dividing by zero, an operation
strictly forbidden. For the fundamental rules of arith¬
metic demand that every arithmetic process (addition,
subtraction, multiplication, division, evolution, involu¬
tion) should yield a unique result. Obviously, this re¬
quirement is essential, for the operations of arithmetic
would have little value, or meaning, if the results were
ambiguous. If 1 *4" 1 vvere equal to 2 or 3; if 4 X 7 were
equal to 28 or 82; if 7 2 were equal to 3 or 3^, mathe¬
matics would be the Mad Hatter of the sciences. Like
fortunetelling or phrenology, it would be a suitable sub¬
ject to exploit at a boardwalk concession at Coney Island.
Since the results of the operation of division are to be
unique, division by 0 must be excluded, for the result of
this operation is anything that you may desire. In gen¬
eral, division is so defined that if a, b, and c are three
numbers, a b ~ only when c ^ b = a. From this
definition, what is the result of 5 -i- 0? It cannot be any
number from zero to infinity, for no number when mul¬
tiplied by 0 will be equal to 5. Thus 5 -i- 0 is meaning¬
less. And even 5-i-0 = 5-i-0isa meaningless expres¬
sion.
Of course, fallacies resulting from division by 0 are
rarely presented in so simple a form that they may be
detected at a glance. The following example illustrates
how paradoxes arise whenever we divide by an expres¬
sion, the value of which is 0:
Assume A B = and assume ^4 = 3 and 5 = 2.
Paradox Lost and Paradox Regained 209
Multiply both sides of the equation A B = C hw
{A + B).
We obtain A- + 2s\B + 5- = C{A + B).
Rearranging the terms, we have
A^ A- AB - AC = ~AB - B- BC.
Factoring out (A A- B ~ C), we have
A{AA~B-C)= -B(-\- a a- B - C).
Dividing both sides by {A A- B ~ C), that is, dividing
by zero, we get /I = -B, or A A- B = 0, which is
evidently absurd.
II. In extracting square roots, it is necessary to re¬
member the algebraic rule that the square root of a pos¬
itive number is equal to both a negative and a positive
number. Thus, the square root of 4 is —2 as well as +2
(which may be written -\/4 = ±2), and the square root
of 100 is equal to -f- 10 and — 10 (or, = ±10).
Failure to observe this rule may generate the following
contradiction: *
(a) {n -f 1)2 = + 2« + 1
(b) {n A- - {2n + 1 ) = ^2
(c) Subtracting n{2n + 1) from both sides and fac¬
toring, we have
(d) (n + 1)2 - (n A- l)(2tt -h 1) = - n(2n + 1)
(e) Adding j(2n ± 1)^ to both sides of (d) yields
(n A- - {ri A- l)(2n + 1) + i(2« + 1)^ =
- n{2n ± 1) + i(2« + 1 ) 2 .
This may be written:
(f) [(« + 1) - h(2n A- \)V = [« - i(2n + 1)]^
21 o Mathematics and the Imagination
Taking square roots of both sides,
(g) n \ — ^{2n + 1) = n — §(2« + 1)
and, therefore,
(h) n = w + 1.
III. The following arithmetic fallacy the reader may
disentangle for himself: ^
(1) V^XVb = Va xT ..true
(2) X \/(-l) X (-1) .true
(3) Therefore, — = \/\; i.e., —1 = I ?
IV. A paradox which cannot be solved by the use of
elementary mathematics is the following: Assume that
log (—1) = X, Then, by the law of logs,
log i-iy = 2 X log (-1) = 2x,
But, on the other hand, log ( — 1)^ == log (I), which is
equal to 0. Therefore, 2* = 0. Therefore, log ( —1) =
which is obviously not the case. The explanation lies in
the fact that the function that represents the log of a
negative, or complex, number is not single~valued, but is
many'Valued. That is to say, if we were to make the usual
functional table for the logarithm of negative and com¬
plex numbers, there would be an infinitude of values
corresponding to each number.®
V. The infinite in mathematics is always unruly unless
it is properly treated. Instances of this were found in the
development of the theory of aggregates and further ex¬
amples will be seen in the logical paradoxes. One instance
is appropriate here.
Just as transfinite arithmetic has its own laws differing
from those of finite arithmetic, special rules are required
21 I
Paradox Lost and Paradox Regained
for operating with infinite series. Ignorance of these rules,
or failure to observe them brings about inconsistencies.
For instance, consider the series equivalent to the natural
logarithm of 2:
Log 2 = 1 - 1 + I - i + i _ 1 . , .
If we rearrange these terms as we would be prompted to
do in finite arithmetic, we obtain:
Log2 = (1 + i + i + i...) _ (1 q-i + i + .| . .
Thus,
Log2 = {(1 +1 + 1 + 1...)+ (1 + 1+ 1 + 1)!
— 2(^ + ? + i + I •..)
~ {^+i + T + i + i + -- -!
= 0
Therefore, log 2 = 0.
On the other hand,
log 2 = 1 - i + i - 1 -f i - i . . . = 0.69315,
an answer that can be obtained from any logarithmic
table.
Rearranging the terms in a slightly different way:
log 2 = 1 + 1 - 1 + 1 + -^ _ 1 + J + .J.. . _ I . . .
— X 0.69315 or, in other words,
log 2 = f X log 2.
A famous series which had troubled Liebniz is the
beguilingly simple: 4-l-l + l- i + i_i-f-i ...
By pairing the terms differently, a variety of results is
obtained; for example: (1 — 1 ) -}- (i — i) + (i — i) -j-
• • * — 0, butl (1 — l)-f'(l — 1) . , . = 1
GEOMETRIC FALLACIES
Optical illusions concerning geometric figures arroiint
for many deceptions. We confine our attention to fal-
212
Mathematics and the Imagination
lacies which do not arise from physiological limitations,’^
but from errors in mathematical argument. A well-known
geometric “proof’ is that every triangle is isosceles. It
assumes that the line bisecting an angle of the triangle
and the line which is the perpendicular bisector of the
side opposite this angle intersect at a point inside the tri¬
angle.
The following is a similarly fallacious proof, namely,
that a right angle is equal to an angle greater than a right
angle.®
FIG. 69.
In Fig. 69, ABCD is a rectangle. If H is the midpoint
of CB, through //draw a line at right angles to CBy which
will bisect DA at J and be perpendicular to it. From A
draw the line AE outside of the rectangle and equal to
AB and DC. Connect C and E, and let K be the midpoint
of this line. Through K construct a perpendicular to CE.
CB and CE not being parallel, the lines through H and K
will meet at a point O. Join OAy OE, OB, OD and OC. It
will be made clear that the triangle ODC and OAE are
equal in all respects. Since KO is the perpendicular bi¬
sector of CE and thus any point on KO is equidistant
from C and E^ OC is equal to OE. Similarly, since HO is
the perpendicular bisector of CB and DAy OD equals OA.
Paradox Lost and Paradox Regained 213
As AE was constructed to equal DC, the three sides of the
triangle ODC are equal respectively to the three sides of
the triangle OAE. Hence, the two triangles are equal, and
therefore, the angle ODC is equal to the angle OAE. But
angle ODA is equal to angle OAD, because side AO is
equal to side OD in the triangle OAD and the base angles
of the isosceles triangle are equal. Therefore, the angle
JDC, which is equal to the difference of ODC and ODJ,
equals JAE, which is the difference between OAE and
OAJ. But the angle JDC is a right angle, whereas the
angle JAE is greater than a right angle, and hence the
result is contradictory. Can you find the flaw? Hint: Try
drawing the figure exactly.
LOGICAL PARADOXES
Like folk tales and legends, the logical paradoxes had
their forerunners in ancient times. Having occupied
themselves with philosophy and with the foundations
of logic, the Greeks formulated some of the logical co¬
nundrums which, in recent times, have returned to
plague mathematicians and philosophers. The Sophists
made a specialty of posers to bewilder and confuse their
opponents in debate, but most of them rested on sloppy
thinking and dialectical tricks. Aristotle demolished them
when he laid down the foundations of classical logic—a
science which has outworn and outlasted all the i)hil-
osophical systems of antiquity, and which, for the most
part, is perfectly valid today.
But there were troublesome riddles that stubbornly
resisted unraveling.® Most of them are caused by wlut is
known as “the vicious circle fallacy,” whicli is “due to
neglecting the fundamental principle that what invoi\es
214 Mathematics and the Imagination
the whole of a given totality cannot itself be a member
of the totality.” Simple instances of this are those pon¬
tifical phrases, familiar to everyone, which seem to have
a great deal of meaning, but actually have none, such as
“never say never,” or “every rule has exceptions,” or,
“every generality is false.” We shall consider a few of the
more advanced logical paradoxes involving the same
basic fallacy, and then discuss their importance from
the mathematician’s point of view.
(A) Poaching on the hunting preserves of a powerful
prince was punishable by death, but the prince further
decreed that anyone caught poaching was to be given
the privilege of deciding whether he should be hanged
or beheaded. The culprit was permitted to make a state¬
ment—if it were false, he was to be hanged; if it were
true, he was to be beheaded. One logical rogue availed
himself of this dubious prerogative—to be hanged if he
didn’t and to be beheaded if he did—by stating: “I
shall be hanged.” Here was a dilemma not anticipated.
For, as the poacher put it, “If you now hang me, you
break the laws made by the prince, for my statement is
true, and I ought to be beheaded; but if you behead me,
you are also breaking the laws, for then what I said was
false and I should, therefore, be hanged.” As in Frank
Stockton’s story of the lady and the tiger, the ending is
up to you. However, the poacher probably fared no worse
at the hands of the executioner than he would have at the
hands of a philosopher, for until this century philosophers
had little time to waste on such childish riddles—es¬
pecially those they could not solve.
(B) The village barber shaves everyone in the village
who does not shave himself. But this principle soon in¬
volves him in a dialectical plight analogous to that of
Paradox Lost and Paradox Regained 215
the executioner. Shall he shave himself? If he does, then
he is shaving someone who shaves himself and breaks
his own rule. If he does not, besides remaining unshaven,
he also breaks his rule by failing to shave a person in the
village who does not shave himself.
(C) Consider the fact that every integer may be ex¬
pressed in the English language without the use of sym¬
bols. Thus, (a) 1400 may be written as one thousand,
four hundred, or (b) 1769823 as one million, seven hun¬
dred and sixty-nine thousand, eight hundred and twenty-
three. It is evident that certain numbers require more
syllables than others; in general, the larger the integer,
the more syllables needed to express it. Thus, (a) requires
7 syllables, and (b) 21. Now, it may be established that
certain numbers will require 19 syllables or less, while
others will require more than 19 syllables. Furthermore,
it is not difficult to show that among those integers re¬
quiring exactly 19 syllables to be expressed in the English
language, there must be a smallest one. Now, “it is easy
to see that “77^^ least integer not nameahle in jewer than
nineteen syllables"^ is a phrase which must denote the spe¬
cific number, 111777. But the italicized expression above
is itself an unambiguous means of denoting the smallest
integer expressible in nineteen syllables in the English
language. Yet, the italicized statement has only eighteen
syllables! Thus, we have a contradiction, for the least
integer expressible in nineteen syllables can be expressed
in eighteen syllables.
(D) The simplest form of the logical paradox which
arises from the indiscriminate use of the word all may be
seen in Fig. 70.
What is to be said about the statement numbered 3? 1
and 2 are false, but 3 is both a wolf dressed like a sheep
216 Mathematics and the Imagination
and a sheep dressed like a wolf. It is neither the one thing
nor the other: It is neither false nor true.
An elaboration appears in the famous paradox of Rus¬
sell about the class of all classes not members of them-
Fic. 70.
selves. The thread of the argument is somewhat elusive
and will repay careful attention:
(E) Using the word class in the customary sense, we
can say that there are classes made up of tables, books,
peoples, numbers, functions, ideas, etc. The class, for
instance, of all the Presidents of the United States has for
its members every person, living or dead, who was ever
President of the United States. Everything in the world
other than a person uho was or is a President of the
United States, including the concept of the class itself is not
a member of this class. This then, is an example of a class
which is not a member of itself. Likewise, the class of all
members of the Gestapo, or German secret police, which
contains some, but not all, of the scoundrels in Germany;
or the class of all geometric figures in a plane bounded by
straight lines; or the class of all integers from one to
four thousand inclusive, have for members, the things
Paradox Lost and Paradox Regained 21 7
described, but the classes are not members of themselves.
Now, if we consider a class as a concept, then the class
of all concepts in the world is itself a concept, and thus is
a class which is a member of itself. Again, the class of all
ideas brought to the attention of the reader in this book
is a class which contains itself as a member, since in men¬
tioning this class, it is an idea which we bring to the
attention of the reader. Bearing this distinction in mind,
we may divide all classes into two types: Those which
are members of themselves and those which are not mem¬
bers of themselves. Indeed, we may form a class which is
composed of all those classes which are not members of them¬
selves (note the dangerous use of the word “all”). The ques¬
tion is presented: Is this class (composed of those classes
which are not members of themselves) a member of itself,
or not? Either an affirmative or a negative answer in¬
volves us in a hopeless contradiction. If the class in ques¬
tion is a member of itself, it ought not be by definition, for
it should contain only those classes which are not mem¬
bers of themselves. But if it is not a member of itself, it
ought to be a member of itself, for the same reason.
It cannot be too strongly emphasized that the logical
paradoxes are not idle or foolish tricks. They were not
included in this volume to make the reader laugh, unless
it be at the limitations of logic. The paradoxes arc like
the fables of La Fontaine which were dressed up to look
like innocent stories about fox and grapes, pebbles and
frogs. For just as all ethical and moral concepts were
skillfully woven into their fabric, so all of logic and math¬
ematics, of philosophy and speculative thought, is inter¬
woven with the fate of these little jokes.
Modern mathematics, in attempting to avoid the
paradoxes of the theory of aggregates, was squarel>' faced
218 Mathematics and the Imagination
with the alternatives of adopting annihilating skepticism
in regard to all mathematical reasoning, or of reconsider¬
ing and reconstructing the foundations of mathematics
as well as logic. It should be clear that if paradoxes can
arise from apparently legitimate reasoning about the
theory of aggregates, they may arise anywhere in mathe¬
matics. Thus, even if mathematics could be reduced to
logic, as Frege and Russell had hoped, what purpose
would be served if logic itself were insecure? In proposing
their “Theory of Types” Whitehead and Russell, in the
Principia Mathematical succeeded in avoiding the contra¬
dictions by a formal device. Propositions which were
grammatically correct but contradictory, were branded as
meaningless. Furthermore, a principle was formulated
which specifically states what form a proposition must
take to be meaningful; but this solved only half the diffi¬
culty, for although the contradictions could be recognized,
the arguments leading to the contradictions could not be
invalidated without affecting certain accepted portions of
mathematics. To overcome this difficulty, Whitehead and
Russell postulated the axiom of reducibility which, however,
is too technical to be considered here. But the fact re¬
mains that the axiom is not acceptable to the great ma¬
jority of mathematicians and that the logical paradoxes,
having divided mathematicians into factions unalterably
opposed to each other, have still to be disposed of.^^
♦
It has been emphasized throughout that the mathe¬
matician strives always to put his theorems in the most
general form. In this respect, the aims of the mathemati¬
cian and the logician are identical—to formulate prop-
sitions and theorems of the form: if A is true, B is true,
where A and B embrace much more than merely cab-
Paradox Lost and Paradox Regained 219
bages and kings. But if this is a high aim, it is also dan¬
gerous, in the same way that the concept of the infinite is
dangerous. When the mathematician says that such and
such a proposition is true of one thing, it may be inter¬
esting, and it is surely safe. But when he tries to extend
his proposition to everything^ though it is much more inter¬
esting, it is also much more dangerous. In the transition
from one to a//, from the specific to the general, mathe¬
matics has made its greatest progress, and suffered its
most serious setbacks, of which the logical paradoxes con¬
stitute the most important part. For, if mathematics is to
advance securely and confidently it must first set its affairs
in order at home.
FOOTNOTES
1. Strictly speaking, mathematical propositions are neither true nor
false; they are merely implied by the axioms and postulates which
vve assume. If we accept these premises and employ legitimate
logical arguments, we obtain legitimate propositions. The
postulates are not characterized by being true or false; we simply
ag^ee to abide by them. But we have used the word true without
any of its philosophical implications to refer unambiguously to
propositions logically deduced from commonly accepted axioms.
—P. 194. ^ t'
2. Two point sets (configurations) are called congruent if, to every
pair of points /*, of one set, there uniquely corresponds a pair of
points P i OJ o{ the other set, such that the distance between
P' and QJ equals the distance between P and (^.—P, 202.
3. In the version given of the theorems of Hausdorff, Banach, and
Tarski, we have made liberal use of the lucid explanation given
by Karl Menger in his lecture: “Is the Squaring of the Circle
Solvable? in Alte Probleme—Neue Uisungen, Vienna: Dcuticke,
1934.—P. 207.
4. Lietzmann, Lustiges und Merkwurdiges von ^ahlen und Formen,
Breslau: Ferd. Hirt, 1930.—P. 209.
5. Ball, op. cil.~P. 210.
6. Weismann, Einjuhrung in das matfumatisch Denken, Vienna, 1937.
—P. 210.
220
Mathematics and the Imagination
7, The following optical illusions, while not properly part of a book
on mathematics, may be of some interest—at least to the imagina-
FIG. 71. —Are the three hori¬
zontal lines parallel?
FIG. 72.—T
le black
se large
Paradox Lost and Paradox Regained
22 I
FIG. 74.—Which of the two pciuils is longer?
Measure them and find out.
FIG. 75.—What do you see? Now look atjaiii.
8. Ball, 0 /). aV.—p. 212 .
9. for instance, the riddle of the r.piincnitl<-s concet nint' the ( tci.in
who says that all Oretnns are liars (Cdiapiei II i I’ 21 v
10. Ramsay, frank Plumpttjn. Articles t>ti ‘■M.idtcni.itu " and
Logic,” Encyclopedia liriiannica, 1.5th edititjii.- P. 214
11. This expression may, perhaps, be taken in the sense in whuh
Laplace employed it. When he wrote his momnnental Mi,'ifti'j'ic
Celfite, he made abundant use of the expr<'svi(>ii. ‘ It js <\ivv nj
see often prefixing it to a mathematical formula whitli li<‘ had
arrived at only after months (jf lafjor. 1 he result \%as tiiat
scientists who read his work almost invariably recogni/ed the
expression as a danger signal that theie was very roueh eoing
ahead.—P. 215.
12. As was pointed out in the cliapter f)n the googol, there are tlie
ftillowers of Russ<'ll who are satisfi<-fl with ihf ilieor'.' (>f t\p<-s
and the axiom of rrducibility; there are th<- Inimtioiiists, led h\
Brouwer and Weyl, who reject the axiom and whose skeptic i.sin
222 Mathematics and the Imagination
about the infinite in mathematics has carried them to the point
where they would reject large portions of modem mathematics
as meaningless, because they are interwoven with the infinite;
and there are the Formalists, led by Hilbert, who, while opposed
to the beliefs of the Intuitionists, differ considerably from
Russell and the Logistic school. It is Hilbert who considers
mathematics a meaningless game, comparable to chess, and he
has created a subject of metamathematics which has for its
program the discussion of this meaningless game and its axioms.
—P. 218 .
Chance and Chanceability
There once was a brainy baboon
Who always breathed down a bassoon^
For he saidy “// appears
That in billions ojyears
I shall certainly hit on a tune."
-SIR ARTHUR EDDINGTON
Holmes had been seated for some hours in silence with his
long, thin back curved over a chemical vessel in which he
was brewing a particularly malodorous product. His head
was sunk upon his breast, and he looked from my point of view
like a strange, lank bird, \vith dull gray plumage and a black
topknot.
“So Watson,*’ said he, suddenly, “you do not propose to
invest in South African securities?”
I gave a start of astonishment. Accustomed as I was to
Holmes* curious faculties, this sudden intrusion into my most
intimate thoughts was utterly inexplicable.
“How on earth do you know that?” I asked.
He wheeled round upon his stool with a steaming test tube
in his hand, and a gleam of amusement in his deep-set eyes.
“Now, Watson, confess yourself utterly taken aback,” said
he.
“I am.”
“I ought to make you a sign a paper to that effect.”
“Why?”
“Because in five minutes you will say that it is all so absurdly
simple.”
“I am sure that I shall say nothing of the kind.”
“You see, my dear Watson”—he propped his test tube in
223
224 Mathematics and the Imagination
the rack, and began to lecture with the air of a professor
addressing his class—“It’s not really difficult to construct a
series of inferences, each dependent upon its predecessor and
each simple in itself. If, after doing so, one simply knocks out
all the central inferences and presents one’s audience with the
starting point and the conclusion, one may produce a startling,
though possibly a meretricious, effect. Now, it was not really
difficult, by an inspection of the groove between your left
forefinger and thumb, to feel sure that you did not propose to
invest your small capital in the gold fields.”
“I see no connection.”
“Very likely not; but I can quickly show you a close connec¬
tion. Here are the missing links of the very simple chain.
1. You had chalk between your left finger and thumb when
you returned from the club last night. 2. You put chalk
there when you play billiards, to steady the cue. 3. You never
play billiards except with Thurston. 4. You told me, four
weeks ago, that Thurston had an option on some South African
property which would expire in a month, and which he de¬
sired you to share with him. 5. Your check book is locked in
my drawer and you have not asked for the key. 6. You do
not propose to invest your money in this manner.”
“How absurdly simple!” I cried.
“Quite so!” said he, a little nettled. “Every problem becomes
very childish when once it is explained to you. . . . ” ^
This excerpt from the adventures of Mr. Sherlock
Holmes, distinguished consulting detective, is an excel¬
lent caricature of reasoning by probable inference. Such a
method of reasoning, while it resembles the formal pro¬
cedure of the syllogism, is more loose-jointed and less con¬
fined to an exact framework. Accordingly, it is better
suited to daily thinking.
Reasoning of the type: *
* Cohen and Nagel, op. cit.
Chance and Chanceability 225
A. No fossil can be crossed in love.
An oyster can be crossed in love.
Therefore, oysters are not fossils.
B. No ducks waltz.
No officers ever decline to waltz.
All my poultry are ducks.
Therefore, my poultry are not officers.
carries with it great compulsion. It is clear, exact and pre¬
cise, securing for our thoughts the maximum of formal
validity. Just as in mathematics, certain fundamental as¬
sumptions are made and we deduce conclusions from
them. But most of our thinking is non-mathematical, most
of our beliefs are not certain, only probable. As Locke
once wrote, “In the greatest part of our concernment God
has afforded us only the twilight, as I may so say, of Prob¬
ability, suitable, I presume, to that state of Mediocrity
and Probationership He has been pleased to place us in
here.”
It is then the relation of probability, not certainty, that
obtains between most of our premises and conclusions.
We are certain that a coin will fall after being tossed. We
are equally certain that a black ball cannot be drawn
from an urn containing only white ones. But most of our
beliefs fall short of certainty, though they may range from
very weak to very strong. Thus, we arc nearly certain
that an ordinary penny will not fall heads 100 times in
succession. Or we may faintly believe that we will win
the grand prize in the next sweepstakes.
Perhaps it is possible to explain this attitude. Some
things in the world happen in conformity with natural
laws, which (unless we believe in miracles) operate in¬
exorably. Thus, because of gravitation, pennies when
tossed in the air will fall. The sun will rise tomorrow
226 Mathematics and the Imagination
because the planets follow regular courses. All men are
mortal because death is a biological necessity—and so on.
But about most of the phenomena which surround us
we know very little. We know neither the laws they obey,
nor indeed, whether they obey any laws. One given to
pointing morals about man’s limitations would not have
to go beyond trivial instances for startling confirmation.
We are able to predict the motions of planets millions of
miles off in space, but no one can predict the outcome of
tossing a penny or throwing a pair of dice. Events in
this category, and countless others, we ascribe to chance.
But chance is merely a euphemism for ignorance. To
say an event is determined by chance is to say we do not
know how it is determined.
Nevertheless, even within the realm of chance we
sense a certain regularity, a certain symmetry—an order
within disorder—and so even about events which we as¬
cribe to chance we form various degrees of rational belief.
The theory of probability considers what are paradoxi¬
cally called “the laws of chance.” Part of its critical anal¬
ysis is an attempt to formulate rules about when and how
mathematics may be employed to measure the relation of
probability. However, the intrinsic meaning of probabil¬
ity must be made clear before it is possible to turn to a
consideration of its rules.
*
Though most of our judgments are based upon prob¬
ability rather than certainty, careful thought is rarely
given to the mechanics of this method of reasoning. In
the laboratory, in business, as jurors, or at the bridge
table, judgments are formed by probable inference. Few
have the powers of a Sherlock Holmes, or can point to
such successful deductions. Nevertheless, in almost all
Chance and Chanceahility 227
out daily thinking, everyone is called upon to play the
part of amateur detective, logician, and mathematician.
When it is cloudy and warm, wc say “It will probably
ram.” The meteorologist may require better evidence be¬
fore venturing a prediction. He will want to know about
barometric pressure, isobars, and tables of precipitation.
But the average man makes his prediction with much less
to go on. Money quickly, abundantly, and mysteriously
earned during prohibition (it was judged, without con¬
sulting Bradstreet’s) was probably the fruit of bootlegging.
And the man who gets a few kicks under the bridge table
infers that he \s probably playing the wrong suit, whether
he is a businessman or a scientist.
And so do we reason about matters ranging from the
most trivial to the most important, making frequent use
of words and expressions such as: “probable,” “the prob¬
ability is,” or “the chances are” without, however, hav-
irig a precise idea of what is meant by probability. Yet,
this is not for want of definitions. It is true that practical
scientists have generally left the job of defining and in¬
terpreting probability to the philosophers, mindful, per¬
haps, of the Gallic aphorism that science is continually
making progress because it is never certain of its results.
But while scientists have been satisfied to enlarge upon
the uses of mathematical probability and to perfect its
methods, philosophers and mathematicians have repeat¬
edly attempted to define it.
Out of many conflicting opinions and theories three
principal interpretations have crystallized.
*
The subjective view of probability^ though now somewhat
outmoded, at one time (particularly during the last
century) held a very respectable position. One of its
228 Mathematics and the Imagination
chief adherents and expositors was Augustus De Morgan,
the celebrated logician and mathematician. He thought
that probability referred to a state of mind^ to the degree of
certainty or of uncertainty which characterizes' our
beliefs. This is not entirely an erroneous view; the prin¬
cipal difficulties which it entails, as we shall see, arise
when we attempt to justify a calculus of probability upon
such foundations.
A proposition is either true or false, ^ but our knowledge
is for the most part so limited as to make it impossible to
be rationally certain of either its truth or falsity. To form
a rational beliefs we must have some pertinent knowledge.
Occasionally, such knowledge may be sufficient to jus¬
tify our certainty that the proposition is true or false. Thus
we are certain that Socrates was not an American citizen;
and we are equally certain that Hitler should have re¬
mained a house painter. On the other hand, between the
extremes of certainty there is a rainbow of shadings of
belief corresponding to the degree of our knowledge.
In a sense, it is undoubtedly true that our rational
beliefs are subjective. Still, if we are convinced of the
objective truth or falsity of all propositions, we cannot,
if we wish to be rational, permit ourselves to be guided
by mere intensity of belief. As a matter of principle, faulty
conclusions based on limited knowledge and correct rea¬
soning, are infinitely preferable to correct results obtained
by faulty reasoning. It is only thus that we faintly ap¬
proach the life of reason.
Moreover, we feel that if the relation of probability is
to be treated mathematically, it must furnish us with
better material for measurement than mere strength of
belief. In most instances a numerical magnitude cannot
be assigned to the relation of probability, yet it can only
229
Chance and Chanceability
be considered by the mathematician when it is measur¬
able and countable. If probability is to serve in describ¬
ing certain aspects of the world in terms of fractions, it
must be expressible as a number. When a thing cannot
happen, its probability is 0; if it is certain to happen its
probability is 1. Every probability between these extremes
is expressible by a fraction between zero and one. But to
form these fractions entails measurement and counting,
and how is the mathematician to measure “intensity of
belief’? At best this is a problem for the psychologist.
Even if an instrument could be devised to measure in¬
tensity of belief, its value would be little more than that
of the lie detector, that gem of jurisprudence. People dif¬
fer widely in their beliefs based upon the same set of facts.
What is perfectly evident to one man is thoroughly un¬
convincing to another; and our beliefs often vaguely con¬
ceived and loosely drawn are too interwoven with our
emotions and our prejudices to justify considering one
without the other.
One of the difficulties arising out of the subjective
view of probability results from the principle of insufficient
reason. This principle, the logical basis upon which the
calculus of probability must rest according to the sub¬
jective view, holds that if we are wholly ignorant of the
different ways an event can occur and therefore have no reason¬
able ground for preference, it is as likely to occur one way as an¬
other. Since first enunciated by James Bernoulli, this
principle has been exhaustively analyzed by mathe¬
maticians. As the principle rests on ignorance, it would
seem to follow that the calculus of probability was most
effective when used by those who had an “equally
balanced ignorance.” Howev'cr well men approximate to
this ideal, philosophers and mathematicians hold them-
230 Mathematics and the Imagination
selves in higher esteem, and so the principle has fallen on
lean days.
Nevertheless, it contains an element of truth, and no
consistent calculus of probability can be developed with¬
out in some measure being dependent on it. Mainly, it has
value as a negative criterion, in the sense that it cannot be
said that two events are equally probable if there is ground
for preferring one to the other.
When the principle of insufficient reason is used with¬
out great caution, it gives rise to contradictions. Two
examples: Take the case of an ape, who is given a num¬
ber of cards, each with an English word written upon it.
Is it equally probable that any way he arranges the cards
will, or will not, produce a meaningful English sentence?
By the principle of insufficient reason this would seem to
follow, although it is evidently absurd. Or, having no
evidence relevant to whether Mars is inhabited or not, we
could conclude that the probability is J that it is ex¬
clusively inhabited by Nazis, and we could just as well
conclude that the probability of each of the propositions,
“Mars is exclusively inhabited by jackasses” and “Mars
is exclusively inhabited by termites,” is also §. But this
confronts us with the impossible case of three exclusive
alternatives all as likely as not.®
*
A much more workable and widely held theory which
avoids some of these difficulties is the relative frequency^ or
statistical interpretation. In a large measure, this view is
responsible for the advance in applying probability, not
only to physics and astronomy, but also to biology, to
the social sciences, and to business. The statistical in¬
terpretation comes close to the view expressed by Aris¬
totle that the probable is that which usually happens.
Chance and Chanceability 231
Probability is considered to be the relative frequency with which
an event occurs in a certain class of events. Thus, the probabil¬
ity of an event is expressed as a definite mathematical
ratio which is hypothetically assigned. The hypothesis
may be verified either rationally; by showing, for ex¬
ample, from our knowledge of mechanical causes, that a
penny, or a pair of dice must fall in a certain way; or
experimentally, by showing that the penny, or the pair of
dice, do^ in fact, fall in that way.
Suppose a penny is tossed in a random manner. Hav¬
ing no special information, there is no reason to predict
how the coin will fall, either head or tail. If it is tossed a
great many times and the ratio of heads to tails recorded,
let us assume the following frequencies arc obtained:
TOSSES RESULTS
15. 6 heads; 9 tails
20. 9 heads; 11 tails
30.16 heads; 14 tails
40.21 heads; 19 tails
80.41 heads; 39 tails
150.74 heads; 76 tails
We notice that the ratio of heads to the total number of
tosses, as these increase, approaches more and more
closely to the fraction This represents the relative
frequency of the class of heads in the larger class of tosses.
We then advance to a general prediction from a large
number of particular instances, and assume the future
will be consistent with the past.
However, consider for the moment: What justification
is there for such a step? Having performed our experi¬
ment and determined the relative frequency, we now
say that the probability of getting a head is Evidently,
that statement is a hypothesis. Further experiments may
serve to strengthen our belief in that hypothesis or cause
232 Mathematics and the Imagination
us to either modify or abandon it. The assumption (based
on our experiment) is that in a great number of cases,
heads will appear as often as tails. If the results do not
corroborate the hypothesis, we conclude that the coin is
perhaps heavier on one side than on the other. But it is
important to remember that since the proof is not logical,
but only experimental, it is never complete, it is subject
always to further experiments. A logical proof is only pos¬
sible if every cause that affects an event is known. Ob¬
viously, such an occasion cannot arise outside of mathe¬
matics itself. Thus the verification of an hypothesis by
experiment can only show that in actual practise, the rela¬
tive frequency approaches the predicted probability—that
our assumptions are borne out by experience.
It is appropriate to point out how the logical or de¬
ductive method of proof differs from the experimental
one. “The process of induction, which is basic in all
experimental sciences, is forever banned from rigorous
mathematics . . In order to prove a proposition in
mathematics, even a vast number of instances of its
validity would not be sufficient, whereas one exception
will suffice to disprove it. The propositions of mathe¬
matics are true only if they lead to no contradictions. But
• • •
outside of mathematics, in all other human activities,
such a restriction would have a paralyzing effect. Scien¬
tific procedure rests on the same convenient rule of thumb
as that which guides us in practical affairs: A hypothesis
is valuable if it leads to correct results more often than
not; experimental verifications are quite final—until the
next day’s experiments upset them.
+
“The Adventure of the Dancing Men,” from which was
selected the incident at the beginning of this chapter,
Chance and Chanceability 233
may serve again to illustrate how the statistical method
serves probable inference.
Holmes is confronted with a cryptogram composed of
several messages; (see Fig. 76):
The solution of most cryptograms depends to a large
extent upon certain statistical knowledge as well as upon
shrewd inferences. Holmes derived his method of solu¬
tion from a method already referred to by Edgar Allan
Poe in The Gold Bug.
Having once recognized, however, that the symbols stood
for letters, and having applied the rules which guide us in all
forms of secret writings, the solution was easy enough. The
first message submitted to me was so short that it was impossible
for me to say with confidence, that the symbol X stood for
E. As you are aware, E is the most common letter in the Englisli
alphabet, and it predominates to so marked an extent that
234 Mathematics and the Imagination
even in a short sentence one would expect to find it most
often. Out of fifteen symbols in the first message, four were
the same, so it was reasonable to set this down as E. It is true
that in some cases the figure was bearing a flag and in some
cases not, but it was probable, from the ways in which the
flags were distributed, that they were used to break the
sentence up into words. I accepted this as a hypothesis, and
noted that E was represented by ^ .
But now came the real difficulty of the inquiry. The order
of the English letters after E is by no means well marked, and
any preponderance which may be shown in an average of a
printed sheet may be reversed in a single short sentence.
Speaking roughly, T,A,0,I,N,S,H,R,D, and L are the nu¬
merical order in which letters occur, but T,A,0, and I are
nearly abreast of each other, and it would be an endless task
to try each combination until a meaning was arrived at. I
therefore waited for fresh material. In my second interview
with Mr. Hilton Cubitt he was able to give me two other
short sentences and one message, which appeared—since there
was no flag—to be a single word. Here are the symbols.
Now, in the single word I have already got the two E’s second
and fourth in a word of five letters. It might be “sever” or
“lever,” or “never.” There can be no question that the latter
as a reply to an appeal is far the most probable, and the
circumstances pointed to its being a reply written by the lady.
Accepting it as correct, we are now able to say that the symbols
^ "p stand respectively for N,V, and R.
Even now I was in considerable difficulty, but a happy
thought put me in possession of several other letters. It occurred
to me that if these appeals came, as I expected, from someone
who had been intimate with the lady in her early life, a
combination which contained two E’s with three letters be¬
tween might very well stand for the name “ELSIE.” On
examination I found that such a combination formed the
termination of the message which was three times repeated.
It was certainly some appeal to “Elsie.” In this way I had
Chance and Chanceability 235
got my L,S, and I. But what appeal could it be? There were
only four letters in the word which preceded ‘ Elsie,” and it
ended in E. Surely the word must be “COME.” I tried all
other four letters ending in E, but could find none to fit the
case. So now I was in possession of C,0, and M, and I was
in a position to attack the first message once more, dividing
it into words and putting dots for each symbol which was
still unknown. So treated, it worked out in this fashion:
.M .ERE ..E SL.NE.
Now the first letter can only be A which is a most useful
discovery, since it occurs no fewer than three times in this
short sentence, and the H is also apparent in the second word.
Now it becomes:
AM HERE A.E SLANE.
Or filling in the obvious vacancies in the name:
AM HERE ABE SLANEY
♦
In spite of the brilliant successes achieved by the
statistical method, it is open to serious objections. While
some of the difficulties can be remedied without greatly
imparing its usefulness, others are not so easily disposed
of.
The concept of the limit, which plays such an impor¬
tant role in many branches of mathematics, is also used
in statistics, although its use here can hardly be defended,
for this concept arises properly only in connection with
infinite processes. The statistician uses it in saying that
frequencies approach a limiting ratio, but the statistician,
and also the physicist, do not deal with infinity—rather
with phenomena which, however vast and complex,
are finite and limited. Because an experiment yields the
same result a thousand times is no proof that the results
to follow will be consistent. Even Scheherezade may
tell an unpleasing tale on the thousand and second night.
236 Mathematics and the Imagination
Relative frequencies can hardly be said to approach a
mathematical limit. The limiting concept as it is used in
the theory of relative frequency bears roughly the same
relation to the mathematical concept of limit as reason¬
ing by probable inference bears to the syllogism.
Reference is often made to the probability of past
events, although such probability in terms of the relative
frequency view has apparently no meaning. “It is im¬
probable that John Wilkes Booth escaped the federal
soldiers after the assassination of Lincoln”; or “Henry
VIII was probably not so much interested in reform
when he broke with the Pope as in getting rid of Cather¬
ine of Aragon.” How shall such statements be evaluated
if probability is the relative frequency of an event within
a class of events? Indeed, whether the event be past or
future, what is meant by the probability of any single event?
Whatever interpretation of probability is advanced,
this problem is particularly troublesome. Perhaps sad
necessity accounts for the best accredited opinion that
probability has no meaning whatsoever when applied to
a single event, either past or future.
According to the statistical interpretation, probability
can refer to a single ev'ent only in relation to a class of
similar events. But this often makes for confusion. Every¬
one would agree that the following reasoning is absurd;
In a certain community records of births for the past 10
years indicate a ratio of 51 females to 50 males. The first
35 children born in a particular month are all girls. Mr.
Jones, expectant father, is therefore quite certain that the
odds are heavily in his favor that his wife will present him
with a boy, because of the “law of averages.” *
* Not to leave the reader in suspense we can tell him that Jones is
just as well off as though he were starting from scratch.
Chance and Chanceability 237
On the other hand, it is a very common misapprehen¬
sion of the very same kind to which we still cling in¬
tuitively that if X throws five sevens in a row at dice, the
chance of his tossing another seven the next throw is
much less than his chance of throwing some other
particular number. We find it hard to believe that the
mathematical probability, the chance of a future ev'ent,
where the events are independent, is unaffected by what
has already happened.
In our daily lives we instinctively and deliberately
reject this principle. When logic says ‘‘You must,” we
often reply “Not this time.” Charles S. Peirce, the famous
pragmatist, illustrates the point exceedingly well: “If a
man had to choose between drawing a card from a pack
containing 25 red cards and a black one, or from a pack
containing 25 black cards and a red one; and if the
drawing of a red card were destined to transport him to
eternal felicity and that of a black one to consign him to
everlasting woe, it would be foolish to deny that he
ought to prefer the pack containing the larger portion of
red cards, although from the nature of the risk, it could
not be repeated. It is not easy to reconcile this with our
analysis of the conception of chance. But suppose he
he should choose the red pack and should draw the
black card. What consolation would he have? He might
say that he had acted in accordance with reason, but
that would only show that his reason was absolutely
worthless. And if he should choose the red card, how
could he regard it as anything but a happy accident? He
could not say that if he had drawn from the other pack
he might have drawn the wrong one, because an hypo¬
thetical proposition such as: ‘If A, then B’ means nothing
with reference to a single case.”“
238 Mathematics and the Imagination
Finally, a brief allusion to an interpretation of prob¬
ability, accredited chiefly to Peirce, which seems to
avoid some of the difficulties inherent in the interpreta¬
tions already examined.®
Peirce holds that probability refers not to events but to
propositions. With some modifications, his view is adhered
to by John Maynard Keynes in his remarkable Treatise
on Probability. According to Peirce, probability has nothing
to do with either intensity of belief or with statistical fre¬
quencies. “Instead of talking about such an event as ‘heads,’
the truth frequency theory discusses propositions such as: This
coin will fall head uppermost on one toss.” The proba¬
bility of the truth of this proposition must be the same as
the relative frequency with which the event “head” oc¬
curs in a series of tosses.
This interpretation of probability is better able to take
care of single events. The statement, “It will probably
rain tomorrow” means that the propositions about the
state of the weather, temperature, barometric pressure and
so on, more often than not imply propositions of the type:
“It will probably rain tomorrow.” In other words, if from
our knowledge of the weather we conclude this latter
proposition, we will be right more often than wrong.
Before passing to a consideration of a few of the
theorems of the calculus of probability, there is one
further caution. Everything said thus far points to one
fact unmistakably: No proposition has any probable truth
_ _ • 4
except in relation to other knowledge. To say that a proposition
is probable, when the knowledge on which it is based is
either obscure or nonexistent, is absurd. To be sure,
we often make elliptical statements about probability,
where it is clearly understood to what body of knowledge
we refer. This is just as permissible as to say that San
Chance and Chanceability 239
Francisco is 3000 miles away, it being evident that what
is meant is “San Francisco is 3000 miles away from New
York.” As already emphasized, it is more laudable to
adhere to a statement which turns out to be wrong, so
long as the evidence from which we reach our conclusion
is the best available, than to advance a true proposition
on the basis of faulty reasoning or incorrect facts. Herod¬
otus says: “There is nothing more profitable for a man
than to take good counsel with himself; for even if the
event turns out contrary to one’s hopes, still one’s decision
was right even though fortune has made it of no effect;
whereas if a man acts contrary to good counsel, although,
being lucky, he gets what he had no right to expect, his
decision was not any the less fallacious.”
THE CALCULUS OF CHANCE
In moderation, gambling possesses undeniable virtues.
Yet it presents a curious spectacle replete with contradic¬
tions. While indulgence in its pleasures has always lain
beyond the pale for fear of Hell's fires, the great labo¬
ratories and respectable insurance palaces stand as monu¬
ments to a science originally born of the dice cups.
The Chevalier de Mere, euphemistically called a “gam-
ing philosopher” of the seventeenth century, desired some
information about the division of stakes at games of dice.
He directed his inquiries to one of the ablest mathema¬
ticians of all times—the gentle and devoutly religious
Blaise Pascal. Pascal, in turn, wrote to an even more cele¬
brated mathematician, the Parliamentary Town Coun¬
cilor of Toulouse, Pierre de Fermat, and in the corre-
spondenee that ensued, the theory of probability first saw
the light of day.
240
Mathematics and the Imagination
Pascal could not forbear from a mild rebuke of De
Mere, not because he was a gambler, but for the more
serious reason that De Mere was not a mathematician:
“Car, il a tres bon esprit,'' (he wrote to Fermat) '"rnais 2 /
n'est pas geometre; c'est comme vous savez un grand deJauL
Indeed, the Chevalier deserved worse, for the answer
to his question evidently interfered with his business so
that he took the occasion to write a diatribe on the
worthlessness of all science, in particular arithmetic.
And that was the fate of the first brain trust.
Interest in probability grew, encouraged by the re¬
searches of such eminent mathematicians as Leibniz,
James Bernoulli, De Moivre, Euler, the Marquis de Con-
dorcet, and above all, Laplace. The latter’s epochal work
on the analytic theory of probability brought the calculus
to the point where Clerk Maxwell could say that it is
“mathematics for practical men,” and Jevons could wax
quite lyrical (quoting without acknowledgment from
Bishop Butler) that the mathematics of probability is the
very guide of life and hardly can we take a step or make a
decision without correctly or incorrectly making an esti¬
mation of probability.” And these opinions were ottered
even before the calculus had achieved its most brilhan
successes in physics and genetics as well as in more practi¬
cal spheres." It was indeed remarkable, as Laplace wrote,
that “a science which began with the considerations o
play has risen to the most important objects of human
knowledge.”
In developing a calculus of probability it is necessary
to make certain ideal assumptions. Particularly since a
great many things to which we w'ould like to app y t
are not measurable, we must be doubly careful that the axi
241
Chance and Chanceability
oms and postulates which we formulate are precise, so
that their range of application may be readily judged. VVe
have already referred to the fact that the mathematical
probability of an event lies between 0 and 1. The proba¬
bility of an impossible event is 0, that of a certain event, 1.
We must now define what is meant by “equiprobable”
(equally probable). This is a rather difficult task; for our
purposes we can shorten the road by employing a rough
definition.
Two contingent events will be considered equiprobable if,
either in the absence oj any evidence or after considering all the
relevant evidence^ one event cannot be expected in preference to
the other.
Perhaps the reader detects an incongruity. Had he not
been cautioned that no probability can bo estimated where
there is no appropriate or relevant knowledge? Yet here
it is said that two propositions, or events, can be equally
probable, even if we have no knowledge about them
whatsoever. But therein lies the clue! A little knowledge
is dangerous. None at all is much more satisfactory. For
our purposes we invoke the principle of insufficient rea¬
son, according to which, in the absence of any knowl¬
edge about two events, they are considered equally likeh'.
The reader must bear in mind that our definition is rough
—very rough. And also, that it is possible to know that
two quantities are equal without knowing what they are.
Thus, one may know from a general knowledge of gann's
that in chess both sides start with equal forces without
knowing what these are, or anything else about the game.
If we assume, then, that a penny is symmcirical, it is
equiprobable that it will fail heads or tails, since there is
no more reason to anticipate one result than the other.
If there are a number of equiprobable ways in which
242 Maikematics and the Imagination
an event can happen and a number of equiprobable ways
in which it cannot happen, the probability of the occur¬
rence of the event is the ratio of the number of ways in
which the event can happen to the total number of ways
in which it can and cannot happen. The coin may fall
heads or tails. The probability of its falling heads is thus
—In general, if we call the ways in
H + T 2 ^
the ratio
which an event can happen, favorable, and the ways m
which it cannot happen, unfavorable, the probability of an
event is the fraction ^ ■
F -f U
That branch of mathematics which considers permuta¬
tions and combinations is concerned with the number
of different ways in which an event can happen. It is the
study of mathematical possibility, and furnishes an ideal
framework for the mathematics of probability.
The typical problems of permutations and combina¬
tions have a dry and dreary look. At first it is hard to
believe that information gained in solving problems of
this type can be of much service in other studies; ‘ Four
travelers arrive at a town where there are 5 inns. In how
many ways can they take up their quarters, each at a dif¬
ferent hotel?” Nor does it seem that a theory which is used
to determine in how many different ways the letters of
the word Mississippi ® may be arranged, would be useful
in determining either the physics of the atom or in fixing
insurance rates. Nevertheless, the theorems of combina¬
torial analysis are the basis for the calculus of probabil
ity. We have to know how to calculate the total number
of different ways an event can happen before aspiring to
predict how it is likely to happen.
Our overworked penny again furnishes an example.
Chance and Chanceability 243
A penny is tossed three times in succession. The possible
results are:
O- HEADS
• = TAILS
o#o#o«o#
oo%%oo%%
oooo####
1 2 3 4 5 6 7 8
IV V
FIG. 77.—The possible results of tossing a penny
three times. The arrows indicate the cases of two
heads and one tail.
These eight possible results answer all the questions which
might be asked in permutations and combinations. But,
further, any others that arise in the calculus of probabil¬
ity can also be answered by referring to the diagram.Thus,
F
the probability of getting 3 heads, the ratio ^ ^ is
The probability of getting 2 heads and 1 tail is the ratio
of cases 2, 3, 5 to all the possible cases, i.e., -g-.
Now it is plain that the enumeration of all possible cases
becomes both tedious and unwieldy as these increase in
number. For that reason the calculus contains many theo¬
rems taken from combinatorial analysis which make di¬
rect enumeration unnecessary.
MUTUALLY EXCLUSIVE EVENTS
I. Since there are four aces in a deck, the probability
of drawing an ace from 52 cards is But what
is the probability of drawing either an ace or a king from
17
244 Aiathematics and the Ifnagination
a deck of cards in one draw? This is the probability of
mutually exclusive^ or alternative^ events; if one of the two
events occurs, the other cannot. A theorem in the calculus
states that the probability of the occurrence of one of sev¬
eral mutually exclusive events is the sum of the probabilities
of each of the single events. The probability of getting an ace
or a king is therefore, Jg- + ^
What is the probability of obtaining either a 6 or a 7 in
throwing a pair of dice? We may enumerate the number
of cases favorable to either 6 or 7 and then check our re¬
sults with the theorem.
FIRST DIE SECOND DIE
1 6
2 5
3 VII 4
4 3
5 2
6 1
There are 36 possible combinations of the dice and 11
are favorable to the event; therefore, the probability of
obtaining either a 6 or a 7 is
Had we used the theorem, we would have taken the
sum of the separate probabilities, i.e., ^ and of
course, obtained the same result.
INDEPENDENT EVENTS
II. Two events are said to be independent of each other
if the happening of one is in no wav connected with the
happening of the other. A penny is tossed twice in suc¬
cession. What is the probability of getting 2 heads in a
row? The appropriate theorem states that the probability
of the joint occurrence of two independent events is the prodiu^t of
the separate probabilities of each of the events. The probability
FIRST DIE
1
2
3
4
5
VI
SECOND DIE
5
4
3
2
1
Chance and Chanceabiliiy 245
of getting 2 heads in succession is, therefore, 2 X § “ 4*
And, as we saw above, by direct enumeration, the proba¬
bility of getting three heads in a row is Checking this
against the theorem gives i X J X |
•
•
•
#
• #
# •
• •
•
1 # #
1 • #1
1 •
VI
Vll
1 #
1 •
1
VI
Vll
!
H
VI
Vll
VI
Vll
• •
•
VI
Vll
A
• #
• •
# #
Vll
FIG. 78.—Each square represents an equiprob-
able result. For instance, the square marked A
represents getting a 4 with one die and 5 with the
other. Of the thirty-six possibilities, five result in a
6, and six result in a 7.
Consider now a problem slightly different in form:
In tossing a coin twice in succession, what is the
probability of getting at least one head? This problem
may be solved easily without enumeration, by ascertain¬
ing the probability of the desired event not happening and
subtracting this fraction from 1. Since the probability of
getting two tails in succession, which is the sole alternative
to getting at least one head, is the probability of at
least one head is 1 — j = f.
246 Mathematics and the Imagination
D’Alembert, in his article on probability in the famous
Encyclopedie ^ revealed that he did not understand the
theorem of multiplying independent probabilities. He
doubted that the last-named probability was f, reason¬
ing that if a head appeared at the first throw, the gcime
was finished and there was no need for a second. Enu¬
merating only three possible cases: H, TH, and TT, he
arrived at the probability of f. What he failed to consider
was that the first alternative was in itself no more likely
than the alternative of getting a tail.
Although D’Alembert consistently misunderstood the
fundamentals of probability, some of his ideas fore¬
shadowed the statistical interpretation. He suggested that
by making experiments approximations of desired proba¬
bilities could be estimated.
Long before the wave of enthusiasm for statistics swept
over Europe in the middle of the nineteenth century,
experiments of the kind suggested by D’Alembert were
carried out. The eighteenth-century naturalist, Count Buf-
fon, carried on many experiments, the most famous of
which is his “Needle Problem.” A plain surface is ruled
by parallel lines (as in Fig. 79), the distance between
the lines being equal to H. Taking a needle whose length,
L, is less than //, Buffon dropped it, permitting it to fall
each time on the ruled surface. He considered the toss
favorable when the needle fell across a line, unfavorable
when it rested between two lines. His amazing discovery
was that the ratio of successes to failures was an expression
in which tt appears. Indeed, if L is equal to H, the proba-
2
bility of a success is —. The larger the number of trials,
TT
the more closely did the result approximate the value of
TT, even to three decimal places.
Chance and Chanceability 247
Elaborate experiments were performed in 1901 by an
Italian mathematician, Lazzerini, who made 3,408 tosses,
giving a value for tt equal to 3.1415929, an error of only
0.0000003. One could scarcely expect to find a better ex-
pjc 79.—Count Buffon’s needle problem.
aunple of the interrelatedness of all mathematics. Thus far
we have seen tt in three guises: as the ratio of the circum¬
ference of a circle to its diameter; as the limit of infinite
series; and as a measure of probability.
248
Mathematics and the Imagination
COMPOUND PROBABILITY
III. The theorem dealing with the probability of
independent events may sometimes be usefully extended
to deal with cases where the probabilities are not actually
independent.
A bag contains one white ball (W) and two black
balls (5); the probability of drawing a black ball is f;
a white ball Assume two successive drawings from
the same bag, with the ball replaced after each drawing.
Now the probability of drawing two in succession
is J X ^ = -g-, of drawing two B's in succession f X | =
However, if after each drawing the balls are not re¬
placed, the drawings are no longer independent but depend¬
ent on each other. After each drawing the new proba¬
bility must be calculated to form the correct compound
probability. After one ball has been drawn, the proba¬
bility of drawing two B'% in succession, with no re¬
placements is I X J — J. That the probability of the
second drawing depends on the outcome of the first is
also shown by the fact that the probability of drawing
two Ws in a row is 0, if no replacement is made, whereas
it is ^ if the W is replaced on being drawn the first time.
IV. Thus far we have considered the probability of
events that are mutually exclusive, dependent, and inde¬
pendent. If these factors are varied and combined, new,
interesting methods result.
A bag contains 6 and 6 B's. If one ball is drawn,
two events are equiprobable—either W or B. This may be
denoted by
(a) ( 1 ) W, (2) B = 2^
The possible results in two drawings are:
Chance and Chanceahilxty 249
(1) IV^, (2) H’B, (3) BIV, (4) BB = 2*
In three drawings there are eight possible results;
(1) WWW
( 2 ) WBW
(3) WBB
(4) WWB
(5) BWB
( 6 ) BWW
( 7 ) BBW\ _
(8) BBB j
2 *
In four drawings there are sixteen:
( 1 ) wwww
(2) WWWB
' (3) WBWW
(4) WWBW
(5) BWWW
( 6 ) WWBB
( 7 ) WBBW
(8) BBWW
( 9 ) BWBW
( 10 ) WBWB
( 11 ) BWWB
( 12 ) WBBB
( 13 ) BBBW
( 14 ) BBWB
( 15 ) BWBB
( 16 ) BBBB
. = 2*
In general, then, in n drawings there are 2" possible
results.
But this information is the clue to a most valuable
method! Let us avail ourselves of an important theorem
from another branch of mathematics the Binomial The¬
orem.
Let IV denote the drawing of a white ball, and B the
drawing of a black. Expanding the expression (JV +
in accordance with the binomial theorem, we obtain
PT2 4- 2WB + B\
Now this algebraic expression pictures compactly
what was already explicitly set forth in (b) above,
namely; every possible result of two drawings from a bag
containing the same number of black and white balls.
Thus,3
( 1 ) WW =
( 2 ) WB^ ^ 2WB
(3) BW]
(4) BB = B'^
Three drawings from such a bag is represented by the
expression
4_ 3H/25 _p 2>WB^ + B^
250 Mathematics and the Imagination
for again
(1) WWW = W^
(2) WWB]
(3) WBW} = 3W^B
( 4 ) BWWj
(5) BBW]
( 6 ) BWB\- = 3WB^
( 7 ) WBBj
( 8 ) BBB = B^
There are, therefore, eight possible results, one way of get¬
ting three Whites, three ways of getting two Whites and
a Black, three ways of getting two Blacks and a White,
and one way of getting three Blacks.
The respective probabilities are f, f, and
For n successive drawings the general binomial theorem
gives:^®
{W + By = m + nW'-'B +
I
^ n(n-l)in-2) ^ _
3!
One further illustration may be considered of the
application of the binomial theorem: A bag contains
3 Whites and 2 Blacks. After each drawing the ball is
replaced. What is the probability of 3 W^s and 2 B^s in
5 drawings?
Now, for each drawing the probability of a W = §,
of a B — g. Expanding:
(W + B)^ = W^ + 5W^B -h lOW^B^ + lOW^B^
H- 5WB^ -i- B\
The result, the probability of which we are seeking, is
W^B^ since this represents 3 IT’s and 2 B’s. There are ten
Chance and Chanceability 251
such possible results since the coefficient of the term
is 10. The desired probability, which is compound, must,
therefore, be
10 X ar X (1)^ = m-
*
It should be even more evident now how limited are
the instances when the calculus of probability is appli¬
cable. In none of the several examples which appeared on
page 227, however properly they may have illustrated
the concept of probability, is our mathematical appara¬
tus of any use. Indeed, the calculus of probability, like
all other mathematical disciplines, cannot be regarded
as a source of information about the physical world.
Furthermore, speaking mathematically, it may be pos¬
sible to define what is meant by equiprobable, but it is
without doubt impossible to find two events in the phys¬
ical world which actually are equiprobable.
Equiprobability in the physical world is purely a hy¬
pothesis. We may exercise the greatest care and use the
most accurate of scientific instruments to determine
whether or not a penny is symmetrical. Even if we are
satisfied that it is, and that our evidence on that point is
conclusive, our knowledge, or rather our ignorance, about
the vast number of other causes which affect the fall of
the penny is so abysmal that the fact of the penny s sym¬
metry is a mere detail. Thus, the statement head and
tail are equiprobable” is at best an assumption.
Yet the calculus of probability is only helpful after we
have made such an assumption—an assumption which,
like all hypotheses in science, must justify its existence
by its usefulness and which we must be prepared to
modify or reject when experience fails to corroborate it.
252 Mathematics and the Imagination
By following such a bold procedure, the mathematics
of probability has been remarkably successful in science
and in commerce. In the eighteenth and nineteenth cen¬
turies, when science and philosophy were almost entirely
under the spell of mechanistic ideas, it was enthusiasti¬
cally supposed that the calculus of probability would sup¬
plement every “ignorance and weakness of the human
mind.” The calculus would help to illuminate those re¬
gions of knowledge in which the beacon of science did not
yet burn too brightly.
It is readily understandable that a convenient and dog¬
matic philosophy of materialism was popular in a world
which had witnessed the parade of scientific achievements
from Kepler and Galileo to Newton and Laplace. The
materialistic concept is based on a naive faith in the all-
pervading regularity and the recurrent order of natural
phenomena, from the behavior of atoms to our own be¬
havior on arising in the morning. Men hoped, and the
history of science until recently encouraged them to be¬
lieve, that science would explain all miracles and disclose
all secrets, that the future was contained in and would
therefore resemble the past, and that consequendy the ex¬
periences of the past would help in predicting the future.
As a leading exponent of this view, Laplace had far
greater hopes for the limits of knowledge than the modest
twilight of mediocrity in which Locke felt the human
mind would forever have to grope.
“We ought then,” Laplace wrote, “to regard the pres¬
ent state of the universe as the effect of its anterior state
and as the cause of the one which is to follow. Given for
one instant an intelligence which could comprehend all
the forces by which nature is animated and the respective
situation of the beings who comjjose it—an intelligence
Chance and Chanceabiliiy 253
sufficiently vast to submit these data to analysis—it would
embrace in the same formula the movements of the great¬
est bodies of the universe and those of the lightest atom;
for it, nothing would be uncertain and the future, as the
past, would be present to its eyes.” “
When Napoleon asked Laplace where in his monu¬
mental Mecanique celeste there was any reference to the
Deity, he is said to have replied, “Sire, I have no need of
that hypothesis.” On hearing Napoleon recount tliis
story, Lagrange remarked “That, Sire, is a wonderful
hypothesis.” Modern physics, indeed all of modern sci¬
ence, is as humble as Lagrange, and as agnostic as La¬
place. Professing no God, it attributes to itself neither di¬
vine omniscience, nor the possibility of achieving it.
♦
It was expected then, in the eighteenth and nineteenth
centuries, that a Utopia in morals and politics as well as
in the physical sciences was not far off. If exact natural
laws in these spheres had not yet been uncovered, it was
not doubted that they existed. In the meantime the cal¬
culus of probability would meet the deficiency. Though
social phenomena had not yet been mastered in detail,
as the motions of many of the planets had been, it was
certain they would exhibit the same regularities when
studied on the grand scale. Probability was to be a tem¬
porary expedient, an ordnance map which scientists
would fill in in due time.
Hopes were high, and among those who expected the
most was the Marquis dc Condorcet. The theory of prob¬
ability, he thought, might be applied effectively to the
judgments of tribunals in order to minimize the danger ot
erroneous decisions. To that end he proposed that a large
increase in the number of judges on any tribunal would
254 Mathematics and the Imagination
assure a great many independent opinions, which, when
combined, would safeguard the truth by neutralizing op-
posingly extreme and prejudicial views. Unfortunately,
Condorcet failed to take numerous other factors into con¬
sideration. Not the least of these was the logic of the guil¬
lotine. For it was to this, ironically and tragically enough,
that the judgment of a revolutionary tribunal, composed
of many judges, all of whom held the same extreme views,
eventucdly consigned him.
In the less heated atmosphere of the nineteenth century
some of Condorcet’s views were vindicated—if not in
morals and politics, then in science and industry. The
statistical view of nature changed the map of science in
both the nineteenth and twentieth centuries as much,
perhaps, as the inventions and the discoveries of the lab¬
oratory. Indeed (and this point cannot be emphasized too
strongly), the statistical view has so permeated and pene¬
trated modern scientific thinking and method that it has
gone far beyond anything that even Condorcet could have
imagined. But the fundamental materialism of his time
which accompanied this faith in probability has largely
vanished.
Instead of serving as an expedient, as a substitute for
natural laws as yet unrevealed, statistical inference has
come in time to supplant them almost completely. This
signifies a change in the interpretation of physical reality
comparable in intellectual importance to the Renais¬
sance. With this in mind contemporary physicists often
refer to the Renaissance of Modern Physics.
*
In his great work on the Analytical Theory of Heat,
Fourier stated the principle which best exemplifies what
we have already referred to as the classical view of phys-
Chance and Chanceability 255
ics—in fact of all natural laws. “Primary causes arc un¬
known to us, but are subject to simple and constant laws,
which may be discovered by observation, the study of them
being the object of natural philosophy.” And he went on
to add : “Profound study of nature is the most fertile source
of mathematical discoveries . . . There cannot be a lan¬
guage more simple, more free from errors and obscurities,
that is to say, more worthy to express the relations of nat¬
ural things ... It brings together phenomena the most
diverse, and discovers the hidden analogies which unite
them.”
The scientist of the present day, particularly the phys¬
icist would be in complete agreement with the latter part
of this quotation. He would agree that mathematics is
the ideal language in which to express the results of his
observations and even the uncertainties of his predictions.
He would, however, differ with Fourier sharply when he
says that the laws governing natural phenomena arc simple
and constant.'*'*
Instead of holding to the opinion that nature obeys
perfect and certain laws, which it is the job of the scientist
to discover and explain, the physicist is now content to
make hypotheses and to perform experiments, to carry
on a kind of scientific bookkeeping, with the aid of which
he strikes a balance from time to time. That balance
bears no relation to eternal verities. It refers only to cur¬
rent assets and liabilities. Instead of pinning his faith
on uncovering in all natural phenomena a general all-
pervading, regular, and recurrent order, he is content
to hope that there is occasional method in the madness
of the physical world, that in the large, if not in the small,
there is some semblance of a scheme.
The old materialistic dogmatism seemed to foreclose fur-
256 Mathematics and the Imagination
ther metaphysical speculations about the nature of reality
and was “comfortable and complete.” It had the “com¬
pelling power of the old logic.” The outlines of the world
were hard and fast, and the mysteries of the universe, its
apparent uncertainties, were confessions of our own in¬
competence, our own limitations. When we said that the
fall of a penny was determined by chance, “we regarded
this confession of uncertainty as due to our own igno¬
rance, and not the uncertainties of nature.”
But the new physics and the new logic have changed
our outlook as profoundly as they have changed our basic
distinction between matter and energy. “We start prej¬
udiced against probability, grudging it as a makeshift,
and in favor of causality,” and we end convinced that
the outlines of the world are “not hard, but fuzzy,” and
that our most exact scientific laws are merely approxi¬
mations good enough for our crude senses. Thus, in place
of the syllogism and the rules of formal logic our ideas
about the physical universe must be gauged entirely by
the rules of probable inference. We translate “Socrates is
a man; all men are mortal, therefore Socrates is mortal,
as a statement about the world of fact, into, “Socrates
will probably die, because so far as we know all men be¬
fore him have died.” “The uncertainties of the world we
now ascribe not to the uncertainties of our thoughts, but
rather to the character of the world around us. It is a
more sensible, more mature and more comprehensible
view.”
Here we recall the moving words of Charles Peirce.
“All human affairs rest upon probabilities, and the same
thing is true everywhere. If man were immortal, he could
be perfecdy sure of seeing the day when everything m
which he had trusted should betray his trust, and, in
Chance and Chanceability 257
short, of coming eventually to hopeless misery. He would
break down, at last, as every good fortune, as every dy¬
nasty, as every civilization does. In place of this we have
death.
“But what, without death, would happen to every man,
with death must happen to some man ... It seems to
me that we are driven to this, that logicality inexorably
requires that our interests shall not be limited. They must
not stop at our own fate, but must embrace the whole
community.”
APPENDIX
A discussion of the theory of probability can ill afft)rd
to omit some applications. They are, however, generally
quite technical, but the more persevering reader will surely
find these few, chosen at random, of interest.
KINETIC THEORY OF GASES AND PROBABILITY CURVE OF
ERROR
The law of gases was arrived at experimentally by the
English physicist and chemist Robert Boyle (1627-1691;,
whose most important work bears the title The
Chymist: or Chymico—Physical Doubts and Paradoxes^ touch¬
ing the experiments whereby vulgar Spagirists are wont to en¬
deavour to evirue their Salty Sulphur and Atercury to be the true
Principles of Things. His law of gases states that the [pres¬
sure of a gas is inversely proportional to its volume. I bus:
Pressure X Volume = Constant. But any volume oi gas
is made up of vast numbers of moving molecules, eath
of which has a velocity proportional to its energy. Nat¬
urally, molecular collisions occur in great numbers at
258 Mathematics and the Imagination
every instant. It has been estimated that in “ordinary
air each molecule collides with some other molecule
about 3000 million times every second and travels an
average distance of about 1 e 6^6 6 0 between succes¬
sive collisions.” *
Assuming these collisions occur with perfect elasticity,
i.e. no energy is lost, it can be inferred, based on the ideas
of change, that at any instant there will be some mole¬
cules moving in all directions and with all velocities.
Mathematicily, it was shown first by Clausius, and later
by Maxwell and Boltzmann, that P = \ nmV^ where P
is pressure, w, the number of molecules in unit volume,
m, the mass of each, zind the average value of the
square of the velocity.
To the problem of the distribution of velocities among
the molecules, Maxwell applied Gauss’ law of error (of
importance in many branches of inquiry) derived from
the theory of probability.
• Sir James Jeans, The Universe Around Us (Cambridge University
Press, 1930).
Chance and Chanceahility 259
The normal curve of error (see Fig. 80) may be ob¬
tained by the binomial expansion as n —* co
This curve shows that in ordinary observation, small
errors occur with larger frequency than great ones.
“The (kinetic) theory shows that molecules subject to
chance collisions may be divided into groups, each group
moving within a certain range of velocity in a manner
illustrated in the diagram.^’ * (See Fig. 81.) The resem¬
blance of this curve to the normal curve of error is ap¬
parent.
FIG. 81.—Velocity of molecules of a gas.
“The horizontal ordinate measures the velocity and the
vertical ordinate, the number of molecules which move
with it. The most probable velocity is taken as unity. It
will be seen that the number of molecules moving with a
velocity only three times the most, probable velocity is
almost negligible. Similar curves may be drawn to illus¬
trate the distribution of shots on a target, or errors in a
physical measurement, of men arranged in groups ac-
• Sir William Dampier, A History of Scierue and its Relations with
Philosophy and Religion (London: Macmillan).
18
200 Mathematics and the Imagination
cording to height or weight, length of life, or ability as
measured by examination
FIG. 82.—This distribution curve tells the chest meas¬
urement of Scottish soldiers. Incidentally, it also serves
to describe phenomena as diverse as the following:
1. Age distribution of pensioners of a large concern.
2. Runs at roulette.
3. Scattering of bullets about a target.
STATISTICS IN ANTHROPOLOGY
The Belgian astronomer, L. A. J. Quetelet (1796—1874)
showed that the theory of probability could be applied
* Sir William Dampier, op. cit.
Chance and Chanceability 261
to human problems. Thus, the same distribution is found
for “runs” at roulette, or in the distribution of bullets
around the center of a target, as in the chest measure¬
ments of Scottish soldiers, or in the velocities of molecules
in a gas. *
STATISTICS AND PAST EVENTS t
One of the most ancient problems in probability is
concerned with the gradual diminution of the probabil¬
ity of a past event, as the length of the tradition increases
by which it is established. Perhaps the most famous solu¬
tion of it is that propounded by Craig in his Theologiae
Christianae Principia Mathematical published in 1699. He
proves that suspicions of any history vary in the duplicate
ratio of the times taken from the beginning of the history
in a manner which has been described as a kind of paiody
of Newton’s Principia. “Craig,” says Xodhuntcr, con¬
cluded that faith in the Gospel, so far as it depended on
oral tradition, expired about the year 880, and that, so
far as it depended on written tradition, it would expire
in the year 3150. Peterson, by adopting a different law of
diminution, concluded that faith would expire in 1789!
In the Budget of Paradoxes De Morgan quotes Lee, the
Cambridge orientalist, to the effect that Mohammedan
writers, in reply to the argument that the Koran has not
the evidence derived from Christian miracles, contend
that, as evidence of Christian miracles daily glows
weaker, a time must at last arrive when it will fail of al-
fording assurance that they were miracles at all: whence
the necessity of another prophet and other miracles.
* Ibid.
t John Maynard Keynes, A Treatise on Probability (New \ ork and
London: Macmillan, 1921), chapter XVI, p. 184.
202
Mathematics and the Imagination
STATISTICS OF AIR-RAID CASUALTIES
Professor J. B. S. Haldane in a communication to
Nature (October 29, 1938) discussed the mathematics of
air-raid protection. A more bitter commentary on con¬
temporary society would be hard to find, though it is
coldly dispassionate and purely scientific in tone and pur¬
pose. It reads in part:
In view of the discussion which is occurring on this subject,
it seems desirable to have some quantitative measure of the
degree of protection afforded by a given shelter. In order to
limit the problem we may consider only risks of death, and
further confine ourselves to high-explosive bombs. Incendiaries
have proved a negligible danger to life in Spain, and gas is
also negligible except for babies and those whose respirators
do not fit.
Consider a given type of bomb, say a 250 kilo, bomb, which
is commonly used on central areas of Spanish cities, and a
man in a given situation, whether in the street or in a shelter.
Let n be the expected number of bombs falling in his neighbor¬
hood (say 1 square kilometer) during a war, the distribution
of bombs over this area being supposed even, since aim is
poor when cities are bombed. Let p be the probability that a
single bomb falling at the point (x^y) in this area will kill
him. Then the probability that he will be killed in the course
of the war is P = ^n/A pdxdy, integration being taken over
the whole neighborhood of area A.
The values of n and p will, of course, be different for each
type of bomb, and the different expressions so obtained must
be summed. Further, the man will be in different places
during the war, and thus another summation is necessary.
Finally, P must be summed for the whole nation.
The policy of evacuation is intended to reduce the value
of n, even though it may increase that of />, as when a child is
evacuated from a fairly solid house into a flimsy hut. The
Chance and Chanceability 263
policy of dispersal within a dangerous area does not, of course,
reduce either n or p. It merely ensures that no single bomb
will kill a large number of people, while increasing the proba¬
bility that any given bomb will kill at least one. It is likely to
save a few lives by equalizing the numbers of wounded to be
treated in different hospitals; and the psychological effect of
having 20 killed in each of 10 areas may perhaps be less than
that of 200 killed in one area. But, as it may actually increase
the mean value of p by encouraging people to stay in a number
of flimsy buildings rather than one strong one, it is at least
as likely to increase the total casualties as to diminish them.
The argument that a number of people must not be con¬
centrated in one place in order that a single bomb should not
kill hundreds is clearly fallacious when applied to a war in
which the total casualties will be large. It is, however, true
that a small group of key men each of whom can replace
another should not be grouped together.
FOOTNOTES
1. A. Conan Doyle, The Return ojSherlock Holmes, “The Adventure of
the Dancing Men.”—P. 224.
2. It may also be that certain sentence structures which look like
propositions are neither true nor false, but meaningless. There are,
for example, propositional functions like “x is a or wholly
meaningless statements like “A snark is a boojum. But neither
of these need concern us at this point.- P. 228.
3. The following paradox which arises from the principle of in¬
sufficient reason is quoted by Keynes from the German mathema¬
tician von Kries (Keynes, A Treatise on Probability, London:
Macmillan, 1921). Suppose that we know the specific volume of
a substance to lie between 1 and 3; but we have no information
as to the exact value. The principle of indifference would justify
us in placing the specific volume between 1 and 2; or between
2 and 3 with equal likelihood. The specific density of a substance
is the reciprocal of the specific volume; if the specific volume is V,
the specific density is \/V, so that wc know that the specific
density must lie between 1 and Again, by the principle of in¬
sufficient reason, it is as likely to lie between 1 and \ as between
>64 Mathematics and the Imagination
§ and but the specific volume being a function of the specific
density, if the latter lies between 1 and the former lies between
1 and and if the latter lies between | and the former lies
between Ij and 3. Whence it follows that the specific volume
is as likely to lie between 1 and between \\ and 3, which is
contrary to our first assumption that it is as likely to lie between
1 and 2 as between 2 and 3.—P. 230.
4. Dantzig, Number^ the Language of Science^ p. 67. P. 232.
5. Charles S. Peirce, Chance, Love, and Logic. P. 237.
6. For a lucid and admirably refreshing discussion of this and other
problems of probability see Cohen and Nagel, An Introduction to
Logic and Scientific Method, New York: Harcourt Brace, 1936.—
P. 238.
7. See Appendix to this chapter.—P. 240.
8. As a matter of interest, there are 36,568 ways of arrangring the
letters of the word “Mississippi.”—P. 242.
9. The reader should not be disturbed by the fact that WB and
BW are represented simply by 2WB. 2WB simply means two
drawings in each of which there is one Black ball and one White,
regardless of the order in which they appear. P. 249.
10. Without troubling to remember the general formula, by the
of the famous triangle of Pascal, one can at once ascertain the
coefficients of any binomial expansion:
1
1 2 1
13 3 1
1 4 6 4 1
1 5 10 10 5 1
1 6 15 20 15 6 1
1 7 21 35 35 21 7 1
1 8 28 56 70 56 28 8 1
By examining this array, the reader may determine for himself
how each new line is formed.—P. 250.
11. Laplace, Essai philosophique sur la probabilite. P. 253. n ■ ■ l
12. Quoted from C. G. Darwin. Presidential Address to the British
Association, 1938.—P. 256.
Rubber-Sheet Geometry
It s-t-T-e-t-c-h-e-s.
-POPULAR ADVERTISEMENT
Once upon a time seven bridges crossed the riv'ei Pregcl
as it twisted through the little German university town
of Kdnigsberg. Four of them led from opposite banks to
the small island, Kneiphof. One bridge connected Rnci-
phof with another island, the other two joined this with
the mainland. These seven bridges of the eighteenth
century furnished the material for one of the celebiaied
problems of mathematics.
Seemingly trivial problems have given rise to the devel¬
opment of several mathematical theories. Probability rat¬
tled out of the dice cups of the young noblemen of France;
Rubber-Sheet Geometry was brewed in the gemutliche air
of the taverns of Konigsberg. The simple German folk
were not gamblers, but they did enjoy their walks. Over
their beer steins they inquired: “How can a Sunday after¬
noon stroller plan his walk so as to cross each of our seven
bridges without recrossing any of them?”
Repeated trials led to the belief that this was impos¬
sible, but a mathematical proof is based neither on beliefs
nor trials.
Far away in St. Petersburg, the great Euler shivered
in the midst of honors and emoluments, as mathemati¬
cian at the court of Catherine the Great. To Euler, home-
265
266 Mathematics and the Imagination
sick and weary of pomp and circumstance, there came in
some strange fashion news of this problem from his father-
land. He solved it with his customary acumen. Topology,
or Analysis Situs was founded when he presented his solu¬
tion to the problem of the Konigsberg bridges before the
Fic. 83.
Russian Academy at St. Petersburg in 1735. This cele¬
brated memoir proved that the journey across the seven
bridges, as demanded in the problem, was impossible.
Euler simplified the problem by replacing the land
(in Fig. 83) by points, and the bridges by lines connecting
these points. Once this simplification has been effected,
can Fig. 84 be drawn with one continuous sweep of the
pencil, without lifting it from the paper? For this is the
equivalent of physically traversing the seven bridges in
one journey. Mathematically, the problem reduces to
one of traversing a graph. A “graph,” as the term is used
here, is simply a configuration consisting of a finite num¬
ber of points called vertices and a number of arcs. The
vertices are the end points of the arcs, and no two arcs
have a common point, except, perhaps, a common vertex.
Rubber-Sheet Geometry 267
A vertex is odd or even, according as the number of arcs
fornaing the vertex is odd or even.
A graph is traversed by passing through all the arcs
exactly once. Euler discovered that this can be done,
starting and finishing at the same point, if the graph con¬
tains only even vertices. Further, he discovered that if
the graph contains at most two odd vertices, it may also
be traversed, but it is not possible to return to the start¬
ing point. In general, if the graph contains 2n odd ver¬
tices, where n is any integer, it will require exactly n
distinct journeys to traverse it.^
34 _—graph with four vertices and seven
arcs, illustrating the Konigsberg bridges.
Figure 84 is the graph of the seven bridges of Konigs¬
berg. Since all four vertices arc oddj that is, each one is the
end point of an odd number of arcs, 2n = 2 X 2, and,
therefore, two journeys are required to traverse the graph
—a single journey will not suffice.
If, as in Fig. 85, an additional arc is drawn from A to
C, representing another bridge, and the arc BD is re¬
moved, all the vertices become even; and C of order
4, and D of order 2, and the graph can be traversed in a
single journey. If the arc BD is not removed, the stroller
may take his walk, cross all the bridges only once, but will
268
Mathematics and the Imagination
find that he cannot finish at the point where he started.
Thus, if he starts at Z), he will finish at B, and vice versa.
(Note: he must start his walk at an odd vertex.)
A
D
FIG. 85.—A graph with four vertices and eight
arcs.
The problem of the seven bridges is representative of
a group of problems, some dating back to antiquity. They
exemplify the difficulty of mentally grasping the true geo¬
metric properties of cdl but the simplest figures.
FIG. 86.
In the history of magic and superstition, the figure
shown above (Fig. 86) has played an important part as
a talisman against all forms of misfortune. Known to the
Mohammedans and the Hindus, to the Pythagoreans and
Rubber-Sheet Geometry 269
the Cabalists, it was sometimes carved on babies’ cribs
to fend off evil, while in more practical countries it was
painted on animals’ stalls. It is possible to traverse this
star, returning to the starting point, with a single pencil
stroke.
Euler’s rule explains why the figure in Fig. 87 cannot
be traversed with a single stroke, for there are 5 vertices,
4 of which are the terminal points of three arcs, in other
words, of an odd order, and thus two journeys are re¬
quired.
A
The pentagon in Fig. 88, far more complicated in
appearance, can be traversed in a single journey. Start¬
ing at the point the journey would successively pass
through points ABCDEFGBHJDKFAGHCJKEA.
270 Mathematics and the Imagination
Even Fig. 89 yields to a single journey, for example:
ABCcc 'CDEee 'EFAaa 'AbBDdEJFBb 'Cd^DFfA,
*
In grappling with the problem of the seven bridges, Eu¬
ler did much more than merely solve a puzzle. He rec¬
ognized the existence of certain fundamental properdes
FIG. 89.
of geometric figures in no way dependent upon, or re¬
lated to, size or shape. These properties are functions
solely of the general position of the lines and points of a
figure. For example, on a line ABCy the fact that the point
B lies between the points A and C is just as important as the
fact that the line ABC is straight or curved, or has a cer¬
tain length. Again (Fig. 90), when an interior point of a
Rubber-Sheet Geometry 271
triangle is connected with a point outside, the line joining
them must cut one side of the triangle—a fact which is
just as important as that the angles of a triangle equal
180®. It is the study of such properties, properties which
remain unaffected when the figpjre is distorted^ which con¬
stitute the science of topology. Topology is a geometry of
place, of position (which accounts for the name Analysis
Situs)^ as distinguished from the metric geometries of Eu¬
clid, Lobachevsky, Riemann, etc., which treat of lengths
and angles.
Fic. 90.—The line joining the interior point A
to the exterior point B cuts the triangle at C. No
matter how the line is drawn, it must cut the tri¬
angle at some point.
In topology we never ask “How long?” “How far?”
“How big?”; but we do ask, “Where?” “Between what?”
“Inside or outside?” A traveler on a strange road
wouldn’t ask “How far is the Jones farm?” if he didn’t
know the direction, for the answer, “Seven miles from
here,” would not help him. He is more likely to inquire,
“How do I get to the Jones farm?” Then, an answer like,
“Follow this road till you come to a fork, then turn to
your right,” will tell him just what he wants to know.
Because this answer says nothing about distances and docs
272 Mathematics and the Imagination
not describe whether the path is straight or curved, it may
seem nonmathematical, yet it bears the same relation to
the first answer that topology bears to metric geometry.
Topology is a non-quantitative geometry. Its propositions
would be as true of figures made of rubber as of the ordi¬
nary rigid figures encountered in metric geometry. For
that reason it has been picturesquely named Rubber-Sheet
Geometry.
+
Geometry was a very fashionable subject in the nine¬
teenth century. The eighteenth century had been devoted
to the calculus and to analysis. The nineteenth belonged
in large part to the geometers. It was inevitable that to¬
pology, then in its infancy, should receive its share of at¬
tention.
The first systematic treatise appeared in 1847, the
work of the German mathematician Listing, entitled
Vorstudien znr Topologte. Topology today is still concerned
with the same thing as when Euler invented it, although
its language, as befits a grown-up science, has become
more abstruse. It is now defined as the study of properties
of spaces, or their configurations, invariant under con¬
tinuous one-to-one transformations; it remains the study
of the position and relation of the parts of a figure to each
other without regard to shape or size. Indeed, although
topology was weaned on bridges, it now feeds on pretzels
and doughnuts as well as upon other more curious and
less digestible objects.
*
Even a glance at one or two of the theorems of this
bizarre branch of mathematics requires the introduction
of a new terminology.
Poincare pointed out that the propositions of topology
Rubber-Sheet Geometry 273
have a unique feature: “They would remain true if the
figures were copied by an inexpert draftsman who should
grossly change all the proportions and replace the straight
lines by lines more or less sinuous.” ^ In mathematical
language, the theorems are not altered by any continuous
point-to-point transformation. Figure 91 is an example of
a plane triangle drawn by an expert draftsman, Fig. 92 its
distorted surrealist twin. Nevertheless, topologically, 92 is
a perfect copy of 91. The straight lines are curved, the an¬
gles changed and distorted and the lengths of the sides al¬
tered; but there remain geometric properties common to
both figures. These properties which hav'e been unaffected
by the distortion are invariants.^
FIG. 91.—A plane triangle. fig. 92.— Its surrealist twin.
In Fig. 91, the point D lies between points A and C,
and E, between A and B. In Fig. 92 that order has been
preserved. The order of the points is, therefore, invariant
under the transjormation which brought about this dis¬
tortion. Figure 91 could have been transformed in some
other way. If it had been cut from a sheet of rubber and
the rubber triangle twisted, stretched and distorted in
every possible way without tearing, the order of the points
would still remain invariant.
2 74 Mathematics and the Imagination
The invariants of rigid bodies under ordinary motion
are even more familiar, but they are so much a part of our
lives that we never give them much thought. Yet our ex¬
istence would be quite unthinkable without them. A rigid
body suffers no change in size or shape when moved
about. Its metric properties are invariant. In simple
terms, ordinary motion has no distorting effect. The
derby, bought in London, still fits when transported to
New York. A measuring rod is the same in length after
being moved from the top of a mountain to the bottom of
the sea. A latch key fits a lock whether the door is swung
open or shut. A steamer appears smaller on the horizon;
but no one would maintain seriously that it shrinks as it
steams away. And the philosopher’s armchair fits him in
every corner of the room, regardless of how he changes its
position or his philosophy.
Such invariants we take for granted. To the math¬
ematician, however, obvious things serve as valuable
clues, and he rarely dismisses the obvious as unimportant.
He carefully notes that the size and shape of rigid bodies
are unaffected by motion, and reports in technical lan¬
guage that the metric properties of rigid bodies are invariant
under the transformation of motion. He then considers those
bodies which are not rigid, and which do change in size
and shape when moved about, and seeks their geometric
invariants. Topology embraces these invariants and inte¬
grates them into a mathematical system.
*
According to an ancient tale, a Persian Caliph, with a
beautiful daughter, was so troubled by the number of
her suitors that he was forced to set up qualifying rounds
to determine the finals. The aspirants for his daughter s
hand were presented with a problem (Fig. 93 ): To con-
Rubber-Sheet Geometry 275
nect the corresponding numbers of the symmetric figures
by lines which do not intersect.
That was simple. But the Caliph’s daughter was not
so easily won, for her father also insisted that the surviv-
Fic. 93.—Connect 1 with 1, 2 with 2, and 3 with
3 by nonintersecting lines.
ing suitors join the corresponding numbers shown in Fig.
94.
FIG. 94.—Try connecting the corresponding
numbers by noninterscciing lines.
Unless the Caliph relented, we may assume that his
daughter died an old maid, for this problem cannot be
solved. Two lines may be drawn connecting any two
corresponding numbers, but the third cannot be traced
without crossing one of the other two. Again, we see why
the mathematician never rejects the obvious. The prob¬
lem of Fig. 93 is easy. That of Fig. 94 seems just as easy,
276 Mathematics and the Imagination
but it is actually impossible. In what essential respects do
the two differ?
As early as the nineteenth century, the physicist Kirch-
hoff recognized the importance of investigations in to¬
pology in order to aid in the solution of problems con¬
nected with the branching out and intertwining of wires
or other conductors carrying an electric current. And,
curiously enough, many important effects in physics have
since been found exactly analogous to the spatial relation¬
ships displayed in the Caliph’s problem.
The first real step in the systematic attack on all such
problems was taken in the nineteenth century by the
French mathematician Jordan. His theorem is as fund¬
amental and important for topology as the Pythagorean
theorem for metric geometry. It bears no resemblance to
any previously stated mathematical theorem. It says simply
that Every closed curve in the plane which does not cross itself
divides the plane into one inside and one outside^
Doubtless this strikes you as being either idiotic or
wonderful. Had mathematicians labored for centuries to
bring forth such a mouse? But Jordan’s theorem only
seems idiotic, for when expressed in formal terms it looks
so obvious as to be hardly worth repeating. In truth, it is
a wonderful theorem, because it is so simple, so un¬
assuming, and so important.
A curve which divides the plane into one inside and
one outside is called simple. This is a simple curve:
Rubber-Sheet Geometry
277
But these aren’t:
FIG. 96(a).
Nor is this:
FIG. 97.
The three curves in Figs. 96a, 96b, and 97 do not fall
within Jordan’s definition of simple connectivity. The
first has two insides and one outside, the second, several
insides and one outside, and the area enclosed by the
smaller curve in the third is also considered “outside,”
and not inside. It must be conceded that Jordan’s theo¬
rem seems trivial when applied to easy figures. But it is
not so easy to believe that the curve in Fig. 2, in spite of
its tortuous appearance and labyrinthlike character, has
only one inside. Strange as it may seem, such a curve may
be regarded as a deformed circle. This might be demon¬
strated quite easily if it were made of a piece of string or a
rubber band, for it could then be retransformed into a cir¬
cle merely by smoothing out the twists and kinks. In
metric geometry, a circle is defined as the locus of all
points equidistant from a given point, which means that
278 Mathematics and the Imagination
all the radii of a circle are of equal length. But in topology
“equal length” has no significance. Thus a circle is
thought of as a curve which has the fundamental property
of dividing the entire plane into one inside and one out¬
side. Any curve, however deformed, which has this prop¬
erty, may be regarded as the topological equivalent of a cir¬
cle, It follows that every simple curve in the plane is topologically
equivalent to a circle,
♦
Jordan’s theorem, when extended to three dimensions,
states that any closed surface^ any two-dimensional mani¬
fold"* which does not cross itself, divides space into an
inside and an outside.
Think of the room you are sitting in. The air in the
room, all the furnishings, and you, are inside. The rest of
the entire universe, from Vesuvius to the core of the
earth, from Times Square to the Rings of Saturn and
beyond, are outside. The gas in a balloon is inside, while
everything else, in all possible directions, including the
hopes and fears in the head of the balloonist, are outside.
The circulatory system of the body is a two-dimensional
manifold difficult to visualize. Nevertheless it is simply
connected. It divides space into one inside and one out¬
side. Inside flows the bloodstream, outside there are the
countless cells of the body that twine and intertwine with
the blood vessels, and beyond, the entire universe.
The restriction that the two-dimensional manifold
shall not cross itself does not recall to mind any that do.
Yet such manifolds are the center of attraction at the
Institute for Advanced Study at Princeton where learned
and famous mathematicians discourse strangely, almost
like Alice’s Walrus, on pretzels, knots, and doughnuts.
The pretzel is an object of interest, not only for its
Rubber-Sheet Geometry 279
gastronomical properties, but also for its topological ones.
It is an example of a two-dimensional manifold which
does not obey Jordan^s theorem, for it crosses itself. But
the pretzel is too difficult for our modest mathematical
FIG. 97(a, b, c, d)— Not the creations of Walt Disney nor Picasso’s
impressions of the human form divine, but the objects of serious mathe¬
matical lucubrations at Princeton.
equipment. We must be content with manifolds which do
obey Jordan’s theorem. They cause enough trouble.
Figure 98 shows a ring —the portion of the plane
bounded by two concentric circles, A ring is a figure
FIG. 98.
28 o
Mathematics and the Imagination
which is not simply connected since its boundary consists
of two curves rather than one. How can we differentiate
the inside from the outside?
Many of the difficulties we experience in explaining
and analyzing spatial problems spring from the limita¬
tions of language revealed by such a question. One is apt
to sympathize with the bibulous gendeman who was stag¬
gering around a cylindrical column on a Paris boulevard,
weeping bitterly. “For heaven’s sake,” asked a curious
passerby, “what’s wrong?” “I’m walled in,” wailed the
toper, “walled in.”
FIG. 99.—The man is walking counter-clockwise
on the boundary of the curve. To the left of him is
inside, to the right, outside.
Purely relative terms, such as “inside” and “outside,”
may confuse the mathematician as well as the melancholy
boulevardier. The sole recourse is to agree upon a formal
definition. A familiar analogy readily comes to mind:
All parts of New York City lying on one side of Fifth
Avenue are labelled “East,” while all parts lying on the
opposite side are labelled “West.”
Intuitively, everyone knows the difference between the
inside and the outside of a circle. But can this intuitive
notion be translated into precise terms? Since no one has
28 i
Rubber-Sheet Geometry
the slightest difficulty in distinguishing between left and
right, and the notions of clockwise and counterclockwise
also occasion litde confusion, “inside,” and “outside”
may be redefined in terms of left, right, clockwise, and
counterclockwise. Thus, for instance, starting on the cir¬
cumference of a circle and proceeding in a counterclock¬
wise direction, “inside” is defined as the region to the
left, “outside,” the region to the right.
The application of this definition to a nonsimply-con-
nected manifold, such as the ring, requires a slight arti¬
fice. By cutting any nonsimply-connected manifold, it may
be transformed into one which is simply connected.
Thus, while inside and outside appear to have little
significance in relation to the ring (Fig. 98), the simple
operation of cutting transforms the ring into a new mani¬
fold (Fig. 100) to which the definition is plainly appli¬
cable. The mathematician agrees that those regions
which are “inside” after the ring is cut were “inside” be¬
fore it was cut; and those regions which are “outside”
after the cut were “outside” before. The doughnut pre¬
sents the same problem in three dimensions as the ring in
two. “Is the hole part of the inside or the outside of the
doughnut?” If we relied entirely on the experience gained
282
Mathematics and the Imagination
at the breakfast table, we might assert that the hole is in¬
side. But the few facts thus far gathered would give rise to
some doubts. It turns out that the hole inside the doughnut
is outside. Of course, the first impression was not an optical
illusion. The conclusion that the hole is outside is purely
conceptual and must be regarded as the logical con¬
sequence of certain definitions.
FIG. 100(a).—A triply-connected curve. It takes
three cuts to make it simply connected.
As in two dimensions any simply-connected manifold
is the equivalent of a circle, so in three dimensions any
simply-connected surface is the equivalent of a sphere. By
a gradual deformation, without tearing, any simply-con¬
nected three-dimensional object can be transformed into
a sphere. A doughnut cannot be so transformed whence it
follows that a doughnut is not simply connected. But an
operation similar to the one performed on the ring—a
simple cut—turns the doughnut into a sausage, which is
FIG. 101.—^The doughnut becomes a sausage.
Rubber-Sheet Geometry 283
simply connected and the topological equivalent of a
sphere.
The pretzel, together with the other objects shown (Fig.
102 ) are some of the more difficult manifolds studied in
topology. None is simply connected, none can be trans¬
formed into a sphere. But by a number of cuts, similar to
the ones performed on the ring and doughnut, these com¬
plex manifolds may be transformed into simply-connected
configurations. Thus, with a sufficient number of cuts it
FIG. 102— Weird topological manifolds—ex¬
alted relatives of the pretzel.
284 Mathematics and the Imagination
is possible to change even the most tortuous pretzel into
the equivalent of a sphere.
The number of cuts necessary to effect such a trans¬
formation is not a matter of chance, but perfectly determi¬
nate, and depends upon the connectivity of the manifold.
A general rule may be formulated which will apply to
both fantastic objects and easy ones. As in all math¬
ematical inquiries, only such a rule will reveal the imder-
lying principle; accordingly, topologists do not stop with
the consideration of three-dimensional manifolds, how¬
ever complicated and forbidding. They go far beyond
the reaches of the imagination and devise theorems valid
even for r?-dimensional pretzels.
*
One of the curios of topology is the Mobius strip. A
Mobius strip is easily constructed. Take a long rectangle
{ABCD) made of paper (Fig. 103), give it a half-twist and
join the ends so that C falls on B, and D on A (Fig. 104).
This is a one-sided surface, and if a painter agreed to
FIGS. 103, 104.—The Mobius strip—a one-sided,
two-sided surface.
Rubber-Sheet Geometry 285
paint only one side of it, his union would interfere be¬
cause in painting one side he would be painting both
sides. ^ If the strip had not been twisted before gluing the
ends together, a cylinder would have resulted—which
is evidently a /ttjo-sided surface. However, the half-twist
eliminated one of the sides. Incredible? You may con¬
vince yourself. Draw a straight line down the center of
the strip, extending it until you return to the point at
which you started. Now separate the ends of the strip
and you will find that both sides are covered by the straight
line even though in drawing it you did not cross any
edges. Had you followed this same procedure with a
cylinder, you would have had to cross over the edge, to get
FIG. 105.
from one side to the other. Although every dictate of
common sense indicates that the strip with the half twist
has two bounding edges, we have proved it has only one.
For any two points on the Mobius Strip may be con¬
nected by merely starting at one point and tracing a path
to the other without lifting the pencil or carrying it over
any boundary.
There is a good bit of amusement and interest in mak¬
ing such a strip for yourself. When you have studied the
properties described, cut it in half with a pair ol stissois
along a line drawn down the center. The result will be
286
Mathematics and the Imagination
astounding I'And you can continue twisting and cutting a
few more times for still further surprises.
Two interlocking iron rings are shown in Fig. 105. It
is perfectly evident that they cannot be separated unless
one of the rings is broken. But being perfecdy evident,
how shall we prove it? Before topology was invented,
none of the existent tools of mathematics was suited for
such a job. Only the creation of special tools made it
possible to give an analytic proof of so evident a fact.
Here is a similar problem. Tie a piece of string to each
of your wrists. Tie a second piece of string to each of the
wrists of a partner in such a way that the second piece
loops the first (Fig. 106).
Do you think you can separate yourself from your partner
without tearing the string? Although this looks like the
problem of separating the two rings, which we agreed is
impossible, this feat can be accomplished. Try working it.
With a topologist and a pair of scissors handy (for
accidents), you might try removing your vest without re-
moving your coat. No fourth dimension is required. Merely
Rubber-Sheet Geometry 287
remember the conditions of the problem. The coat may
be unbuttoned, but at no point during the removal of
the vest may your arms slip out of the coat sleeves.
FIG. 107. —The above portrays the trade-mark used by
a well-known brewer. The three rings have this strange
relation to one another. If any one ring is removed, the
other two are found not to be joined. Thus no two rings are
joined, but all three are. To put it more simply, no two rings
are joined, but each holds the other two.
Topology is one of the youngest members of the math¬
ematics family, but still it claims its problem child. While
some mathematicians have been content to concentrate
on the pretzels, knots, and doughnuts of analysis situs,
a determined band of mathematical pediatricians have
focused their attention exclusively on the Four-Color
Problem. For a short while in the nineteenth century, it
was thought that the child had been cured and its prob¬
lem unraveled, but these were vain hopes, and the four-
color puzzle continues to baffle the leading topologists.
At one time or another everyone has had experience in
map coloring. Maps depicting the Holy Roman Empire,
the cotton states of the South before the Civil War, or
the rescrambling of Europe by the Treaty of Versailles,
are painfully outlined every school day. Recently the
288 Mathematics and the Imagination
business has become more hectic than ever. Stout crayons
and a good eraser must always be at hand. Students
discover early in their cartographical career that if a
map is to be colored, countries having a common bound¬
ary, such as France and Belgium, must be colored dif-
ferendy so that they can be distinguished at a glance.
The generalization of that idea led to the question “How
many colors are necessary to color a map, with any num¬
ber of countries, so that no two countries which adjoin
on a frontier shall have the same color?” This problem
had troubled cartographers for many years.
FIGS. 108, 109, 110.
Figure 108 illustrates an island in the sea. Each of two
countries owns part of the island. Three colors are re¬
quired for this map—one for the sea and one for each of
the two countries.
For depicting the island in Fig. 109 four colors are re¬
quired. The map with more regions, as in Fig. 110, also
requires only four colors. The reason is not hard to find,
Rubber-Sheet Geometry 289
for the country in the center, marked 1, may be the same
color as the sea without causing any confusion.
Figures 111 and 112 respectively require three and
four colors, even though they contain many more regions
than any of the maps above.
FIG. 111.—An island
owned by five countries,
requiring only three
colors to map.
Fic. 112.—An island wilh nine¬
teen counties. Only four colors are
needed to map it.
It is quite natural to suppose that as maps grow more
complicated, depict more countries, additional colors will
be required to differentiate any two adjoining territories.
Strangely enough, mathematicians have thus far found it
impossible to construct a plane map for which four colors
would not suffice. At the same time no one has been able
to prove that four colors would be sufficient for any possible
map.
The classical problem is concerned with the number of
colors required to map any number of regions on a
sphere. Though it has been shown that four colors are
necessary, and five colors sufficient, the standard math¬
ematical requirement, which is to find the one condition
both necessary and sufficient, has not yet been satislied.
290 Mathematics and the Imagination
Paradoxically, the problem has not been solved for a
sphere or for a flat surface, although it has been solved
for much more complicated surfaces, like the torus (dough¬
nut), or the sphere with handles.
A. B. Kempe, English mathematician and barrister, au¬
thor of the celebrated litde book with the provocative title.
How to Draw a Straight Line, offered a proof in 1879 that
four colors are both necessary and sufficient for the con¬
struction of any map on a sphere. Unfortunately, Kempe’s
proof is now known to contain a fatal logical error.
That five colors are sufficient for any map drawn on a
sphere, or on a plane, is in itself remarkable. The proof
rests on Euler’s even more remarkable theorem about sim¬
ply-connected solids that states that the sum of the vertices
and faces of any such solid is equal to the sum of the
edges plus two:
V + F = E -\-2
Euler’s theorem is the simplest universal statement
about solids. The underlying idea was familiar to Des¬
cartes, but very likely his proof was unknown to Euler.
We know that any three-dimensional solid which is
simply connected is the topological equivalent of a
sphere. From this fact and from Euler’s theorem, there is
one interesting consequence: Consider a hollow cube
made of rubber. It is bounded by six faces, twelve edges,
and eight vertices. Inflate this cube until it resembles a
sphere. The faces of the cube are then regions of the
sphere; the edges cf the cube, the boundaries of these
regions; and the vertices, points where three regions meet.
The exercise of coloring the sphere is thus seen to be gov¬
erned by Euler’s theorem. For, if each region represents a
country; each curved line, the boundary between two
Rubber-Sheet Geometry 291
countries; and each vertex the juncture of three countries,
the number of countries plus the number of points at which
three countries meet is equal to the number of boundaries
+ two. In this way we see how Euler’s theorem is ex¬
tended to curved figures.
For a solid with a hole, such as a doughnut, the theo¬
rem fails. Indeed, it fails for any nonsimply-connectcd
solid. In short, Euler’s theorem is applicable in topology
only when each of the faces of the figure is simply con¬
nected, and the entire surface is simply connected.
*
Of those who have made essential contributions to to¬
pology, L. J. Brouwer, the Dutchman, is one of the great¬
est. Particularly in the theory of point sets, Brouwer’s to-
FIC. 113.—Ai the points 1 and 2, all three coun¬
tries, A, B, C, meet.
pological theorems have proven of signal importance. But
it is not his technical contributions which concern us here.
In 1910 he published a problem, based on an idea of
the Japanese mathematician Yoncyama, which illustrates
beautifully the difficulties and subtleties of topology. The
solution of this problem will perhaps leave you dissatis¬
fied, but it cannot fail to challenge your imagination.
20
202 Mathematics and the Imagination
Figure 113 is a map of three countries. The points
marked 1 and 2 are rather singular, for at both of these
points all three countries meet. Manifesdy such points
are scarce on any map, no matter how complicated, for
there are not many geographical instances of three coun-
A B C
FIG. 114.—Countries A, B, C are separated by
unoccupied corridors and D is unclaimed land.
tries meeting at a single point. But even if there were many
such points, if it were a very queer map, their number
would always be small compared to the totality of points
along all the boundary lines. It is reasonably certain that
a boundary point, chosen at random, on any map, will be
the meeting place of at most two countries.
Now Brouwer concocted an example, at first sight
Rubber-Sheet Geometry 293
wholly unbelievable, of a map of three countries, on
which every single point along the boundary oj each country is a
meeting place of all three countries.^
Consider the map in Fig. 114.
FIG. 1 15.
None of the nations borders on any of its neighbors,
and the white unmarked portion of the map is intended
to represent unclaimed territory. In keeping with the
spirit of Lebensraumy Country A decides to extend its
sphere of influence over the unclaimed land by grabbing
a substantial portion. Accordingly, it sends out a corridor
which does not touch the land of either of its neighbors,
but leaves no point of the remaining, unclaimed land
more than one mile from some point of the enlarged
294 Mathematics and the Imagination
Country A. It has now spread itself over the map as in
Fig. 115.
Country B, instead of applying sanctions, decides to
grab a share before it is too late. With becoming re¬
straint, as well as with an eye to its neighbors’ greater
strength, B extends a corridor to within a half-mile of
every point of the remaining unclaimed land. This cor¬
ridor alters the map like this:
A B C
FIG. 116.
Of course Country C will not be left behind. It builds
a corridor which approaches within a third of a mile of
ever>' point of the remaining unclaimed land but, just as
the other two corridors, touches on no country but its
own. The new map is shown in Fig. 117.
Rubhfr-Sheel Geometry
■^95
By now cvcrsoric should bo quite' tenucni. On tlu' eon-
trary; this is only the beginning. C’.ountry .1 has the slioi t-
est corridor. Intolerable state ol atVairs which must be
remedied sojoit. It decides upon a new ce>nidt)r to extend
into the remaining territory which shall approach e\ery
point of that territory within a ejuarter a mile (Mg.
FIG. 117.
Country B follows with a corridor which api)roa( hes
each unocciqjied pinni within a filth ol a mile. C-ountiy
Os corridor comes within a sixth of a mil<‘ ol each un¬
occupied point, and the merry-go-rouiul ito<-s nnind.
More and more corridors! Never any (oniact lj(‘iw(‘en
them, although they continue to come < 1 os{T and elost r,
\ 1 1
75 b’ 9’ ■
of a mile.
1 --
ru'd’ • * • 1 0oO’ • • *
1 ' ,
lOooooo’ • • •
296 Mathematics and the Imagination
We may assume, in order that this feverish program
shall be completed in a finite length of time (“Two-Year
Plan”), that the first corridor of Country A took a year
to build, the first corridor of 5 a half-year, the first
corridor of C a quarter-year, the second corridor of
A B C
FIG. 118.
Country A an eighth of a year, and so on; each corridor
took exactly half as long to build as its immediate pred¬
ecessor. 1 he total elapsed time then gives rise to the
familiar series
+ i + § + i + ^ +
Thus, at the end of two years, the once unclaimed ter¬
ritory has been entirely occupied, and not a speck of it
Rubber-Sheet Geometry 297
remains unclaimed. Over each square inch there flies
the flag of one of the three countries, either A, B, or C.
What of the new map which is to depict these bound¬
aries? Actually it is impossible to draw but suppose we
try to conceive what it would look like if it could be
drawn. This conceptual map is put together out of pieces
of sober mathematics and sheer fancy. For every single
boundary point on the map will be a meeting place, a boundary
point, oj not two, but oj all three countries!
*
In an apparently dynamic, incessantly changing world,
one of perpetual novelty, the search for things which do
not change constitutes one of the principal objectives of
science. Philosophers since pre-Socratic times have been
rummaging about for the unchanging essence of reality.
Today, that is the job of the scientist.
In topology, as in other branches of mathematics, it
takes the form of a search for invariants. Repeatedly, in
the course of that search, the neccessity arises for aban¬
doning intuition, for transcending imagination. The in¬
variants of 4, 5, 6, and n dimensions are purely concep¬
tual. To fit them into our lives, to find use for them in the
laboratory, to shape them for duty in the applied sciences
seem impossible. There is nothing in experience to com¬
pare them with, not even a dream in which they could
play a part.
Nevertheless, what is gathered by the mathematicians,
slowly, painfully, bit by bit, in the weird world of beyond-
the-make-believe, is in reality a part of the world of every¬
day, of tides, of cities, and of men, of atoms, of electrons,
and of stars. All at once, what came from the land of n
dimensions is found useful in the land of three. Or, per¬
haps, we discover that after all we live in a land of n di-
298 Mathematics and the Imagination
mensions. It is the reward for the courage and industry,
for the fine, untrammeled, poetic, and imaginative sense
common to the mathematician, the poet and the philos¬
opher. It is the fulfillment of the vision of science.
FOOTNOTES
1. For two distinct journeys, the pencil must be lifted from the
paper once; for three distinct journeys, twice; for n distinct
journeys, n — \ times.—P. 267.
2. Poincare, Science and Hypothesis. —P. 273.
3. Invariant is a name invented by the English mathematician,
Sylvester, who was called the mathematical Adam because of the
many names that he introduced into mathematics. The terms “in¬
variant,” “discriminant,” “Hessian,” “Jacobian” are all his. In
fact, he employed Hebrew characters in some of his mathematical
papers, which, according to Cajori, caused the German mathe¬
matician Weierstrass to abandon him in horror.
Invariants arise in other branches of mathematics. The theory
of algebraic invariants, developed by Clebsch, Sylvester, and
Cayley, lurks in the memory of everyone who studied quadratic
equations. For example: The discriminant of the quadratic equa¬
tion — c = 0 is the classical instance of an algebraic
invariant. A quadratic equation under a linear transformation
maintains unchanged a certain relation between its coefficients,
expressed by the discriminant, A* — Aac. The discriminant of the
transformed equation remains equal to the discriminant of the
original equation multiplied by a factor which depends only upon
the coefficients in the transformation.—P. 273.
4. See Chap. 4, p. 119 and footnote 4, p. 154.—P. 278.
5. Osgood, Advanced Calculus. —P. 285.
6. We avail ourselves here of the version of the problem given by
the distinguished Viennese mathematician, the late Hans Hahn,
because it is more satisfying and clearer than Brouwer s own
statement.—P, 293.
Change and Changeability—The Calculus
The evfr-whirling whefle
Of Change, the which all morlall things doth sway.
People used to think that when a thing changes, it
must be in a state of change, and that when a thing moves,
it is in a state of motion. This is now known to be a mis¬
take.
-BERTRAND RUSSELL
‘‘Everyone who understands the subject will agree that
even the basis on which the scientific explanation of
nature rests is intelligible only to those who have learned
at least the elements of the differential and integral cal¬
culus ” These words of Felix Klein, the distin¬
guished German mathematician, echo the conviction of
everyone who has studied the physical sciences. It is
impossible to appraise and interpret the interdependence
of physical quantities in terms of algebra and geometry
alone; it is impossible to proceed beyond the simplest
observed phenomena merely with the aid of these mathe¬
matical tools. In the construction of physical theories,
the calculus is more than the cement which binds the
diverse elements of the structure together, it is the imple¬
ment used by the builder in every phase of the construc-
tion. .
Why is this branch of mathematics peculiarly suited
for the precise formulation of natural phenomena? What
299
300 Mathematics and the Imagination
powers can be attributed to the calculus that are not also
shared by geometry and algebra?
Our most common impression of the world, whether
erroneous or not, is its ever-changing aspect. Nature, as
well as the artifacts we have invented to master it, seems
to be in constant flux. Even the “absolutes”—space and
time—contract and expand incessandy. Night and day
repeatedly flow into one another, setting forth the vicis¬
situdes of the seasons. Everywhere there is motion, flow,
cycles of birth, death and regeneration. Everywhere the
pattern moves.
For some strange reason, the subjects already con¬
sidered, the many domains of mathematics already sur¬
veyed, have neglected this dynamism. With the exception
of the exponential function, we have not spoken of the
rate of change of a known or unknown quantity. Indeed,
our equipment thus far could not have handled this con¬
cept. Fortunately, every problem was essentially static.
Four-dimensional and non-Euclidean geometry treated
of unchanging configurations; puzzles and paradoxes
were solvable with the aid of ingenuity, logic and static
arithmetic; topology sought out the invariant aspects of
geometric forms independent of size and shape; and the
concepts developed in the chapters on Pie, the Googol,
and Probability were, with one or two exceptions, free of
the ingredient of change. The conclusion is inevitable
that the one indispensable means of attacking the vast
majority of phenomena has been neglected—that our
investigation has been confined to a peripheral aspect of
the world scene.
*
The word “calculus” originally meant a small stone
or pebble; it has acquired a new connotation. The cal-
Change and Changeability—The Calculus 301
cuius may be regarded as that branch of mathematical
inquiry which treats of change and rate oj change. The
comfort with which one rides in an automobile is made
possible, in part at least, by the calculus. While the plan¬
ets would continue in their paths without the calculus,
Newton needed it to prove that their orbits about the
sun are ellipses. Shrinking from the celestial to the atomic,
the solution of the very same equation used by Newton
to describe the motion of the planets determines the tra¬
jectory of an alpha particle which bombards an atomic
nucleus. By means of the formula which relates the dis¬
tance traversed by a moving body to the time elapsed, the
velocity of the body, as well as its acceleration, at every
instant of time is determined by the calculus.
Each of the above illustrations, whether simple or com¬
plex, involves change and rate of change. Without their
exact mathematical enunciation none of the problems
described would have meaning, much less be solvable^
Thus, a mathematical theory has been created which
takes cognizance of immanent and ubiquitous changes ol
pattern and which undertakes to examine and explain
them. That theory is the calculus.
+
But had we not previously declared quite fervently that
we live in a motionless world? And had we not show n at
great length, by employing the paradoxes of Zeno, that mo¬
tion is impossible, that the flying arrow is actually at rest.
To what shall we ascribe this apparent reversal of position.
Moreover, if each new mathematical invention rests
upon the old-established foundations, how is it possible
to extract from the theories of static algebra and static
geometry a new mathematics capable of solving prob¬
lems involving dynamic entities?
302 Mathematics and the Imagination
As to the first, there has been no reversal of viewpoint.
We are still firmly entrenched in the belief that this is a
world in which motion as well as change are special cases
of the state of rest. There is no state of change, if change
implies a state qualitatively different from rest; that which
we distinguish as change is merely, as we once indicated,
a succession of many different static images perceived in
comparatively short intervals of time. An example may
help to clarify the idea. Although in the cinema, a series
of static pictures are projected upon the screen, one after
the other, in rapid fashion, each picture differing only
slightly from the one preceding it, there is not the slightest
doubt in the mind of even the most intelligent moviegoer
that motion is being portrayed on the screen. A completely
convincing display of change is presented by a series of
wholly static images. Let us pursue this with a more tech¬
nical illustration. A steel rod, clamped in a horizontal
position at one end, has a weight attached at the other.
This system being at rest, it is said that the set of elements
composing it are in equilibrium. If, when we next ex¬
amine it, after some interval of time, we observe the same
arrangement, the rod bent by the same amount, it is
apparent that there has been no change. If, however,
there is a new position of the rod, obviously a change has
taken place. It is certain that the equilibrium could only
have been disturbed and the posit on of the rod altered
by a change in the attached weight. It is not hard to
convince ourselves that additional weight would bend
the rod further and that such additions, if made grad¬
ually, and just as quickly as motion pictures are projected
on the screen, would give the impression that the rod is
in motion. On the other hand, if we are aware of these
additions of weight, we conclude that what we really have
Change and Changeability—The Calculus 3^3
observed is not motion but merely a correlation of amount
of bend with degree of weight and that for different
weights there are different positions of the rod.
119 —Each addition to the weight bends
the rod a little further.
Intuitively convinced that there is continuity in the be¬
havior of a moving body, since we do not actually see the
flying arrow pass through every point on its flight, there
304 Mathematics and the Imagination
is an overwhelming instinct to abstract the idea of motion
as something essentially different from rest. But this ab¬
straction results from physiological and psychological
limitations; it is in no way justified by logical analysis.
Motion is a correlation of position with time. Change is
merely another name iov function, another aspect of that
Scime correlation.
For the rest, the calculus, as an offspring of geometry
and algebra, belongs to a static family and has acquired
no characteristics not already possessed by its parents.
Mutations are not possible in mathematics. Thus, inevi¬
tably, the calculus has the same static properties as the
multiplication table and the geometry of Euclid. The
calculus is but another interpretation, although it
must be admitted an ingenious one, of this unmoving
world.
♦
The historiccil development of the calculus did not fol¬
low such clear lines. The philosophic discussions as to the
meaning of the subject came only after its usefulness had
been indisputably established. Before that philosophers
would not have deigned it worthy of attack. Unfortu¬
nately we cannot recount (though it would be amusing)
the pitfalls which every philosopher and mathematical
analyst from Newton to Weierstrass dug for his adver¬
saries—and promptly fell into himself. We may, however,
sketch the steps that preceded the theory as it is accepted
today.
The calculus does not differ from other mathematical
theories; it did not spring full-grown from the genius of
any one man. Rather was it developed from a consider¬
ation of numerous questions essayed and successfully an¬
swered by the predecessors of Newton and Leibniz. “Every
Change and Changeability—The Calculus 305
great epoch in the progress of science is preceded by a
period of preparation and prevision . . . The concep¬
tions brought into action at that great time had been long
in preparation.’^ '
The advent of analytic geometry furnished a powerful
stimlus to the invention of the calculus, for the pictorial
representation of a function revealed many interesting
features. Kepler had noticed that as a variable quantity
approaches its maximum value, its rate of change be-
FiG. 120.—The rate of change of a variable
quantity is smaller at a maximum point than else¬
where.
comes less than at any other value. It continues to choke
off until at the maximum value of the variable, the rate of
change is zero.
In the above diagram, the values assumed by a vari¬
able quantity are measured by the distance from the
straight line (the ;c axis) to the curve. The maximum
value of the variable quantity (the greatest distance from
the X axis to the curve) is attained at the point labeled A\
when moving slightly either to the right or to the left of A,
for instance to the point the change in the value of
3 o 6 Mathematics and the Imagination
the variable quantity is very small, and is measured by
P.U we move to the right or left of some other point E the
same distance that we moved from A to B, so that the
distance EF is equal to the distance ABj the change in
the value of the variable quantity in the neighborhood of
E is measured by Q,. But obviously, this second width, Q,
is greater than the first width, P. In this, which is Kepler s
contribution, we have a geometric illustration of the
FIG. 121.—Using the scale, the perimeter of the
rectangle is clearly 4 units.
principle of maxima and minima: the rate of change of
a variable quantity is smaller in the neighborhood of its
maximum (and minimum) value than elsewhere. In fact,
at the maximum and minimum values, the rate is zero.
Pierre de Fermat, who shares with Descartes the dis¬
tinction of discovering analytic geometry, was one of the
first mathematicians to devise a general method appli¬
cable to the solution of problems involving maxima and
minima. His method, used as early as 1629, is substan-
Change and Changeability—The Calculus 3*^7
tially that applied today to problems of this type. Let it
be required to draw a rectangle such that the sum of the
sides is four inches and such that the area* shall be a
maximum. If we denote one side of the maximum rec-
Fic. 122.—The perimeter of each of the seven
rectangles viz. AAAA, BBBB, CCCC, etc., is the
same. But obviously the rectangle of maximum
area is the square DDDD.
tangle by ;r, the adjacent side, as may be seen from
Fig. 121, will be 2 - x; and the area of the rectangle will
be x{2 — x). If the side x is increased by a small amount
E, the side 2 — x will have to be diminished by E in order
to maintain a constant perimeter. The new area will
then be (x + E)(2 - x - E). Since the original area
•The area of a rectangle is the product of two nclj.tccm sidc^.
3o8 Mathematics and the Imagination
was a maximum, this slight alteration in the relation of
the sides can have produced only a slight change in the
area. Thus, considering the two areas approximately equal,
we have
x{2 -x) ^{x + E){2 -x-E)
whence 2x — — 2x — x^ — Ex + 2E — Ex — E^.
Subtracting 2x — x^ from both sides of this equation and
factoring:
^ = 2E-2Ex- E?
0 = E(2 -2x - E).
But E is not equal to zero, therefore the other factor
{2 — 2x — E) must be zero:
0 = 2 - 2x - E.
As smaller and smaller values are taken for E, (i.e., as
the altered rectangle approaches closer and closer to the
FIG. 123.—^The curve is a parabola representing the
areas of all rectangles whose perimeter is 4 units long.
Erect a perpendicular at any point n along the x
to the curve. The length of this perpendicular will
area of the rectangle, one side of which equals n. The
ma.\imum area corresponds to the point A on the graph,
i.e., the perpendicular erected at x = 1. Thus the tcc-
tangle of maximum area, with a perimeter = 4, has a side
= 1 and is therefore a square.
Change and Changeability—The Calculus 309
original maximum rectangle) the expression on the right-
hand side of the equation approaches closer and closer
to the expression obtained by setting E equal to zero,
namely, 2 — 2x. Solving this resulting equation:
0 = 2 - 2.V
we find that: ;c = 1 ; or, in terms of the original problem,
the rectangle with the maximum area is a square.
It is well to note that the area of the rectangle is a func¬
tion of the lengths of the sides, and this function can be
portrayed by a curve. (Fig. 123.)
The highest point of this curve is at .v = 1. This is the
maximum of the function. To use a crude analogy, since
this point is neither “uphill” nor “downhill, a small steel
ball would be in equilibrium, or a ruler could be balanced
at this point. If we think of a straight line being “bal¬
anced” at this point, such a line would be called the ian-
gent to the curve."^ The interesting fact is that the tangent to
a curve at its maxima and minima points will ahvays be
horizontal (Fig. 124). To this idea, so important in the
calculus, we shall return later.
Sir Isaac Newton and Baron Gottfried Wilhelm von
Fio. 124.—The horizontal lines arc tant'ciu to
the relative maxima and minima of the cur\e.
31 o Mathematics and the Imagination
Leibniz share the credit in the history of mathematics as
independent discoverers of the differential and integral
calculus. Their conflicting claims gave rise to a contro¬
versy which raged in Europe for more than a century.
This monumental invention made simultaneously by
these men now commends itself to our attention.
*
A tiny flame, lit by Archimedes and his predecessors,
burst forth into new brilliance in the intellectually hospi¬
table climate of the seventeenth century to cast its light
over the entire future of science. The fertile concept of
limit revealed its full powers for the first time in the de¬
velopment of the differential calculus.
We are already acquainted with the limit of a variable
quantity. The sequence of numbers 0.9, 0.99, 0.999,
0.9999, . . . converges to the limiting value 1. The series
l+i + i + J-f-jig--!-. . . converges to the limiting
value 2. Nor are geometric examples unfamiliar. If a reg¬
ular polygon is inscribed in a circle, the difference be¬
tween the perimeter of the polygon and the circumference
of the circle can be made as small as one wishes merely by
taking a polygon with a sufficient number of sides. The
limiting figure is the circle, the limiting area, the area of
the circle.
In these instances, there is no difficulty in determining
the limit; this is the exception, however, not the rule.
Usually, a formidable mathematical procedure is re¬
quired to determine the limit of a variable quantity. Con¬
sider this; Draw a circle with a radius equal to one. In
it inscribe an equilateral triangle. In the triangle inscribe
another circle; in the second circle, a square. Continue
with a circle in this square, and follow with a regular
five-sided figure in the circle. Repeat this procedure, each
Change and Changeability—The Calculus 311
time increasing the number of sides of the regular polygon
by one.
At first glance, one might suppose that the radii of the
shrinking circles approach zero as their limiting value.
FIG. 125.—The diminishini? radii approach a
limit approximately ^ that of the radius of the
first circle.
But this is not so; the radii converge to a definite limiting
value different from zero. As an explanatory clue, it need
only be remembered that the shrinking process itself ap¬
proaches a limit as the circles and inscribed polygons be¬
come approximately equal. The limiting value of the radii
is given by the infinite product:
Radius = cos^ X cos^ X cos^ X ... X cos^—
312 Mathematics and the Imagination
Closely related to this problem is the one of circum¬
scribing the regular polygons and the circles instead of
inscribing them.
FIG. 126.—The increasing radii approach a limit
approximately 12 times that of the original circle.
Here it would seem that the radii should grow beyond
bound, become infinite. This, too, is deceptive, for the radii
of the resulting circles approach a limiting value given by
the infinite product:
Radius =
Interestingly enough, the two limiting radii are so related
that one is the reciprocal of the other.
So much for the limit of a variable quantity. Let us now
turn to the limit of a function, recalling briefly the meaning
Change and Changeability 'The Calculus 3*3
of function.* It is often found that two variable quantities
are so related that to each value of one there corresponds
* Though we have done this before, the notion of function is so im¬
portant, so all-pervading in mathematics, that it is worth going over
again.
314 Mathematics and the Imagination
a value of the other. Under this condition, the two var¬
iable quantities are said to be functions of one another, or
functionally related. Thus, the force of attraction (or re¬
pulsion) between two magnets is a function of the distance
between them. The greater the distance between the mag¬
nets, the less the force; the less the distance, the greater
the force. If the distance is permitted to assume arbitrary
values, it may be considered as an independent variable. The
force then becomes the dependent variable^ dependent upon
the distance (and the functional relation) and is uniquely
determined by assigning values to the independent vari¬
able. In functional relations, the letter usually denotes
the independent variable, the letter^ the dependent var¬
iable. The dependency is a function of x” is written
symbolically:
y = / W •
The graphic representation of a point has been dis¬
cussed in the section on analytic geometry. The equation
y = J{x) determines a value of^ for every value of jr. Each
pair of values which satisfies this equation is considered
as the Cartesian co-ordinates of a point in a plane; the
curve depicting the function is composed of all such points.
In discussing the concept “limit of a function,” let us
study specifically the function^ = represented graph¬
ically in Fig. 128.
The value of the function at the point x = \ is y =
Jih) — 2. This value is graphically represented by the
distance from the point on the x axis, § unit to the right
of the origin, to the curve. Likewise, the value of the func¬
tion at each point along the curve is represented by its
distance from the x axis.
Change and Changeability—The Calculus 315
For the function v = take two neighboring points,
X
Y
a: = 5 , and x = ^. As the independent variable moves
along the x axis from the point x = \ to x = 2 ^
pendent variable is “forced’* along the curve from the
pointy = /(^) = 4 to^ = /(a) = 2. In other words, as
the independent variable x approaches as its limit the
value the dependent variable, the function, approaches
as its limit the value 2. Generally, as an independent
variable x approaches a value d, its dependent variable r
(the function of x) approaches a value B. Thus, the limit of
316 Mathematics and the Imagination
f{x), as X approaches is B. This is what is meant by
“limit of a function.’’
Recalling the example of the steel rod flexed under a
weight, we may construct a parallel dictionary of terms.
MATHEMATICS
Independent variable, x.
Dependent variable, _>».
Function is the relation be¬
tween X and^.
Increase or decrease of x
(i.e., change).
Increase or decrease ofy
(i.e., change).
Limiting value of y (the
function of x) equals a
number.
PHYSICS
Amount of weight.
Amount of bend of steel rod.
Function is the relation be¬
tween the'weight and the
degree of bend.
Addition or diminution of
weight (i.e., change).
Increase or decrease in the
degree of bend of the steel
rod (i.e., change).
Limiting value of degree of
bend (function of the
weight) equals a position.
With the concepts limit, function, and limit of a func¬
tion in mind, there remains to define an idea embracing
all three—“rate of change.”
Consider the determination of the speed ^ of a moving
body at a given instant of time. A bomb is dropped from
a stationary airship at an altitude of 400 feet. Five seconds
will elapse before it hits the ground. Its average speed is
thus = 80 feet per second. Hence, the average
5 seconds
rate of change of distance with respect to time is 80. We
are aware, however, from the most elementary knowl¬
edge of physics that a body gathers speed as it falls.
Change and Changeability—The Calculus 31 7
Throughout the fall the bomb was not moving at a con¬
stant rate of 80 feet per second; the speed with which it
fell varied from point to point, increasing at each suc¬
cessive instant (disregarding air resistance). Suppose, for
the sake of simplicity, we limit our interest to the speed of
FIG. 129.—The diagram shows the di'>taiice
covered by a falling projectile at the end of I, 2, 3,
4, and 5 seconds.
218 Mathematics and the Imagination
the bomb at the exact moment of striking the ground.
Evidently, its speed during the last second before striking
will give a fair approximation to its speed at the instant of
striking. The distance covered during this last second be¬
ing 144 feet, the rate of change of distance with respect to
time is 144. If we now take smaller and smaller intervals
of time, we may expect to obtain closer and closer ap¬
proximations to the speed of the projectile at the moment
of impact. In the last half second, the distance covered
was 76 feet, so that the speed was 152 feet per second. The
table lists the intervals of time, the distance covered in
those intervals, and the average speed over each interval.
It is readily seen that as the interval of time approaches
zero, we obtain the approximation to the speed of the
body at the instant it hits the ground.
Interval of time
1
§
J
1
A
A
ihxs
1 6 ^
1 a i o'tf
in seconds.
Distance covered
144
76
39
19i
2m*
Ttoo
in feet
Average speed in
feet per second
144
1
152
156
158
159
159J
1593
t59A
159^
i59,vy^
These approximations approach a limiting value, 160
feet per second, which is defined as the instantaneous speed
of the bomb upon striking the ground, or what is the
same thing, its rate of change of distance with respect
to time at that instant.
We may discuss the same example from an algebraic
standpoint. The distance covered by a falling body is
given by the function y = 16a:^ where j is the distance,
and x, the time elapsed. From this formula, merely by
substituting 5 (seconds) for x, we find that is equal to
400 (feet). How shall we make use of this formula to
find the speed at the end of five seconds? Let us fix our
Change and Changeability—The Calculus 319
attention upon a short interval of time just before the
falling object strikes the ground and the correspondingly
short interval of distance traversed in that period of time.
We shall call this small interval of time Ax*, and the
distance traversed in that period Av. Knowing the value
of Ax, having chosen it arbitrarily, ihe problem is to lind
the value of A^. At the beginning of the space interval,
A^, the exact elapsed time since the falling body left the
* Read “delta x,” not “delta times x " for A is merely n svmbol,
a direction for performing a certain operation, to wit, taking a small
portion of jc.
320 Mathematics and the Imagination
airship was (5 — seconds. The distance covered in
the time (5 — Ax) seconds is (400 — Ay) feet. Our func¬
tional relation indicates that
Distance = 16 (Elapsed Time)^
Thus, for the entire fall
400 = 16(5)2,
and for the incompleted journey
(400 - Ay) = 16(5 - Ax)\
This may be simplified to
400 - 16(5 - Ax)2 = Ay
400 - 16(25 - lOAx -{- Ax^) = Ay
400 - 400 -{- 160Ax - 16Ax^ = Ay
160Ax — 16Ax2 = Ay.
The last equation gives the distance Ay in terms of Ax
units. To find the average speed during the entire time
interval Ax, we must form the fraction -
_ , Distance Interval
Average Speed =
or
Average Speed =
Ay _ 160Ax — 16Ax^
Ax Ax
Thus,
^ = 160 - 16Ax.
Ax
Now as the interval of time Ax is made smaller, that is,
as we take closer and closer approximations to the speed
at the instant the body strikes the ground (5 seconds hav¬
ing elapsed) the limit of the ratio A^/Ax( = 160 — 16 Ax)
is 160. In other words, as Ax approaches zero in value,
Change and Changeability—The Calculus 321
the function of (the expression 160 — 16 A v) approaches
160. Thus, the instantaneous speed at the end of five seconds
is 160 feet per second. We indicate that the ratio Aj /Av
approaches a limit by writing its limiting value as dy/dx.
In technical terms
Lim ^
AX-.0 A;t dx
which may be read, “The limit of Av/Aa- as Av approaches
zero is dy/dx^
*
Let us pause for a moment to get our bearings. What
have we accomplished? It may seem trivial that \Nith
all the elaborate machinery at our disposal we liave
succeeded only in ascertaining the instantaneous speed
of a falling body as it strikes the earth. Vet if our accom¬
plishment is trivial, then motion is trivial as well, for
we have whether we realized it or not, trapped Zeno’s ar¬
row in its flight and established the changelessness of our
universe. With the aid of the concepts of limit and func¬
tion, we have made meaningful the notion of change and
rate of change. Change is a Junctional table. As an item (in¬
dependent variable) on one side of the table varies, its
corresponding item (dependent variable) on the other
side shows a correlative variation. The quotient ol ehiUige.
i.e., the limiting ratio of the two variations, is denoted by
rale of change. All the vagaries, the mysteries, and uncer¬
tainties indissolubly linked with the idea oi motion, aic
thus swept away or, more appropriately, traiisioi nied into
a few precise and definable aspects of tlu‘ idea ot lutK iK)n.
The limit of a function is exemplified quite simpK by tfu-
ratio A^/Av as Ar approaches zero. It is ea^y to se<“ th.ii
A^/Av is a function of A.v, in other words, that rliis laiio is
322 ■ Mathematics and the Imagimtion
a function of the independent variable A^c. As we assign
arbitrary values to tSx, its dependent variable, Ay, assumes
a corresponding set of values, and as we have seen, that
ratio approaches a limit. It follows that we have not only
revealed the meaning of the limit of function but have al¬
ready made practical use of this concept.
It is now possible to define the fundamental process of
the differential calculus, computing the limit of a func¬
tion, or what is the same thing, determining its derivative.
For, in effect, the rate of change of a function is itself a
function of that function, and in getting at the limit of the
rate of change, the derivative, we are getting at the heart
of the machinery of our primitive function.
Assume we wish to determine the rate of change of a
function = f(x) at an arbitrary point xo- The average
change in the function J(x) over an interval extending
from xq to xq -\- Ax is the difference in the value of the
function = f{x) at the two end points, xo and xo + Aar,
divided by the length between these two end points,
(Xq + Ax) — Xq. Thus,
yo = f{Xo)
and
yo Ay = f{xo + Ax).
Whence a change in a function, from the purely algebraic
standpoint, is given by
A>’ = f(xo + Ax) —/(xq),
and the average rate oj change of a function, obtained by
dividing the change, Ay, by the length of the interval
over which that change is taken, Ax, is
Ay _ /(xq + Ax) — f{xo)
Ax Ax
Change and Changeability—The Calculus 323
In order to obtain better approximations to the instan¬
taneous rate of change at the point aq, it is only necessary
to take smaller intervals, that is, to let Aa- approach zero.
A A L » • A ' 0 + Aat) — /(Ao)
As Aa approaches zero, the expression '- - --
Aa
approximates as closely as may be desired to the in¬
stantaneous rate of change at xq. Thus, in the limit
as Aa approaches zero, the quotient
Aa
approaches a limiting value, denoted by dy/dx. It is this
which is called the derivative of the function /(a) at the point
Aq. But since aq is an arbitrary point, the derivative may
be said to represent the instantaneous rate of change of a function
as the independent variables ranges through an entire set of
values.
For the sake of clarity, a geometric interpretation of
the derivative may be helpful. Chronologically, the geo¬
metric interpretation preceded the analytic. One of the
outstanding problems of the seventeenth century was that
of drawing the tangent to a curve at an arbitrary point.
It was solved by Newton’s predecessor and teacher at
Cambridge, Isaac Barrow. On the basis of the geometrical
researches of Barrow, Newton developed the concept of
the rate of change along analytic lines. The close connec¬
tion between algebra and geometry, epitomized by the
fact that every equation has a graph and every graph an
equation, thus bore fruit once more. In the Cartesian
plane, let the graph of the function^ = /(a) be the curve
in Fig. 131.
Consider the points Pi and P 2 on this curve; tlieir x
co-ordinates are denoted by ao and ao + Av. where A.v
IS the distance between the projection of the twe; points
on the A axis. The^ co-ordinates of the points P\ and P-i
22
324 Mathematics and the Imagination
are then determined from the equation of the curve
and are /(atq) and J{xq + A^) respectively. The slope^
of the line joining Pi and P 2 (the tangent of the angle 0)
is precisely the quotient
/(xq + Ax) -J{xq)
CSX
As we let Ax approach zero, the point P 2 is carried along
the curve so that it approaches the point P 1 , and the
slope of the line (the above quotient) approaches as its
FIG. 131.
limiting value the slope of the tangent to the curve at
the point Pi. But the slope of the tangent at that point is
numerically equal to ^^since ^ ~ other
words, the slope of the tangent at every point along a
curve is identical with the derivative at that point. Or,
to put it differently, the slope of the tangent to a curve
gives the direction the curve is taking (i.e., whether it is
Change and Changeability—The Calculus 325
rising or falling), and thus its rate of change. Thus, the
geometric equivalent of the derivative is the slope of the
tangent.
We may now recall our statement that the values for
which a function attains its maximum or minimum cor¬
respond to the points on the curve at which the tangent is
horizontal. The slope of a horizontal line is, of course,
zero. Since the derivative is identical with the tangent, we
may conclude that the maximum and minimum values
of a function are those for which the derivative of the
function is equal to zero. Many interesting problems can
be solved in this way.
The previously discussed problem of determining the
rectangle with greatest area and given perimeter falls
into this category. One side of the rectangle was denoted
by the adjacent side hy 2 — x, and the area, j', by
x[2 - x). Since the area is a function of x, its derivative
will be equal to zero when the function attains its maxi¬
mum value. Finding the rectangle with maximum area
by means of the calculus entails these steps: (1) Differen¬
tiate the function, i.c., find its derivative; (2) Set the de¬
rivative equal to 0; (3) Solve the resulting equation for
Step J:
y = x{2 — x)
_y + Ay = (jc + Ax) (2 — x — Ax)
-|- A^) —y = (x -h Ax)(2 — x Ax) — x{2 x)
A>> = 2x - x^ - xAx H- 2Ax - xAx - Ax^ - 2x -|- x^
Ay = 2Ax — 2xAx — Ax-
^ = 2 - 2 . - A.
Mathematics and the Imagination
Sup II:
^ = 2 - 2x = 0
dx
Step III:
2 - 2;c = 0
2 = 2x
1 =
This checks with the result obtained before without the
aid of the calculus: the rectangle of maximum area, with a
perimeter of 4, is a square each of whose sides equals 1.
More elaborate examples, drawn from the fields of chem¬
istry, economics, physics, etc., require a greater sophisti¬
cation with respect to mathematical technique, but not
with respect to the ideas involved.
♦
By considering the derivative at every point of the in¬
terval over which it is defined, we have seen that the de¬
rivative is in turn a function of the independent variable.
Differentiation need not stop here, for the derived func¬
tion may also have a derivative, the second derivative of
the original function. The notation for the second deriv¬
ative of y = f{x) is —. The nth derivative of a function is
dx^
obtained by differentiating the function n times. Its sym-
bol is —• What do these higher derivatives mean?
dx^
Usually it is possible to give to the second derivative
a physical and geometrical interpretation. If the function
y — J(^x) represents the distance covered by a falling
body in the time ;t, the first derivative represents the rate
of change of distance, with respect to time. The second
derivative is the rate of change of the rate of change of
distance with respect to time, and is commonly known
as the acceleration of the body. For a falling body, the
distance 7 = 16^:^ must be differentiated once to obtain
Change and Changeability—The Calculus 327
the speed and once again to obtain the acceleration.
The mathematical details of both differentiations are.
(I) ^ = \6x^-
y Ay = 16 (Ar + Ax)^
(y + Ay) —y = 16(x + Ax)^ — 16x-
= 16(x’ + 2xAx + Ax=) - 16x2
= 16x2 + 32:vAx + 16Ax2 _ 16^.2
Ay = 32xAx + 16Ax2
^ = 32x + 16Ax
Limit _ dy
Ax —0 Ax dx
32x.
= 32x
- 32 (x+Ax)
= 32 (x+Ax) - 32x
= 32Ax
* 32
Limit
Ax—0
d\y
^2
Change and Changeability—The Calculus 335
every pair of selected points on the curve bounds a hy-
pothenuseofashaded right-angle triangle, the base of which
is Ax and the altitude A_y. Thus, the hypothenuse of each
of these triangles will be an approximation to the length
of that portion of the curve which bounds it. It follows
that the sum of the hypothenuses of all the little triangles
approximates to the length of the curve. By the use of the
Pythagorean theorem, the value of each hypothenuse is
easily obtained. Increasing the number of subdivisions
FIG. 136.—Approximating to the length of a
curve by the hypothenuses of right-angle triangles.
The base of each triangle is iis altitude A^*
will make the approximations more accurate. Thus, as
Ax approaches 0, as the intervals along the x axis are
made smaller, the sum of the hypothenuses of the right-
angle triangles approaches a limit, which is the length of
the curve. It should be noted that the length of each small
hypothenuse is a function of its corresponding Ax.
♦
We may now turn to the determination of the area
under a curve, for it is in this problem that the ideas of the
integral calculus are first vividly set forth.
336 Mathematics and the Imagination
Estimating the area of a figure bounded by straight
lines, no matter how irregular, is comparatively easy.
One need only introduce auxiliary lines so that the
original figure is broken up into a number of triangles.
By summing the areas of these triangles, the area of the
original figure is measured.
Fic. 137.—The area of this irregular polygon is
determined by forming the triangles indicated and
computing the area of each.
When the boundary of a figure is not straight but
curved, this procedure is inadequate, and one must again
resort to approximation. If we divide the curved sides of
the figure into a great many parts, connecting their end
points by straight lines, exactly as we did above, the
resulting figure, a polygon bounded by straight edges, has
an area which may be determined by elementary means.
By increasing the number of sides of the polygon, its area
may be made to differ from that of the original figure
by as little as we wish and thus yield an approximation
as close as we desire.
Change and Changeability—The Calculus 337
But a more effective means of dividing a curvilinear
figure is by the use of rectangles. Precisely this device was
invented by Archimedes. Figure 138 illustrates a circle
divided into rectangular strips. According to the method
of constructing these strips, it should be noted tliat not
one, but two approximations can be obtained. The first
gives the area of the rectangles inscribed in the circle, the
FIG. 138.—Approximating to the area of a circle
by the use of rectangles.
second the area of the rectangles circumscribing the circle.
The discrepancy between the two rectangulaied areas be¬
comes smaller and smaller as the number of rectangles is
increased, in other words, as they are diminished in
width. Their common limit, as the inner area increases
and the outer area decreases, is the area ol the circle.
Instead of confining ourselves to this sj)ecial example,
if we discuss the general problem of finding ihc area
under the segment of an arbitrary curve, the method
just described can perhaps be made even clearer. We
wish to find the area of the shaded section in l ig. 130
below. It is bounded on top by the curve^' = belcnv
Mathematics and the Imagination
by the portion of the axis from x A to x = B, and
on the right and left by two straight lines parallel to the
y axis. Divide the x axis into n equal subintervals, as in
Fig. 136. Erect at each of the dividing points a perpen¬
dicular from the a: axis to the curve. At each point where a
FIG. 139.
perpendicular intersects the curve, draw a horizontal line
to the adjacent vertical lines. For every little subinterval
on the a: axis there will be two rectangles, one under the
curve, the other protruding above it and containing part
of the area outside. Consider a typical subinterval (see
Fig. 140).
The area of the smaller rectangle ABCD is the base AB
times the altitude AD, where the altitude is the value of
the function at the initial point of the subinterval, A; the
area of the larger rectangle ABEF is the product of the
same base AB, by the altitude BE, the value of the func¬
tion at the terminal point of the subinterval, B. The area
under the curve lies between the areas of these two rec¬
tangles. An excellent approximation to the desired area is
obtained by taking the average value of the two rectangles.
Change and Changeability—The Calculus
339
Repeating this process for each subinterval and forming
the sum of the average rectangles gives the approximation
to the entire area under the curve. Again enlisting the aid
of the concept of limit of a function, it may be seen that as
the number of subintervals on the x axis is increased, the
sum of the corresponding areas necessarily approaches
the area of the shaded figure (Fig. 139). In the limit, this
sum of the many tiny elements of area is called the definite
integral of tfie function y = f{x) between the values of x = A
and of X — B, and in the shorthand of Leibniz is:
/
f{x)dx.
Briefly recapitulating: Each of the subintervals along
the X axis is Aj:, which is the base of every one of the tiny
rectangulated areas. The altitude of the average rectangle
is represented by a perpendicular line drawn from a typi¬
cal interior point of the interval to the curve. Its value
is, of course, f{x). The area of each such average rec-
23
340 Mathematics and the Imagination
tangle is/(;c)- Aa:, and the sum of these areas is the sum of
all such products. In technical symbolism the limiting
area is written l!j{>:)dx, where dx replaces Ax, since
Ax —* 0.
*
Our interpretation of the definite integral is that it is
an area. To assign such a meaning is always possible, but
there exist integrals of certain functions which have
additional physical significance. Mainly this is because
the definite integral is a number, a sum, as well as an
area. Whenever, in science, a function is sununed to the
limit, the definite integral plays a role. One of the achieve¬
ments of the integral calculus has been the determination
of the moment of inertia of all solids. Again, it is to the defi¬
nite integral that structural engineers must render thanks
for the Golden Gate Bridge, for it rests on this even more
than on concrete and steel. Restraining the force on our
gigantic dams, with their curved and uneven faces, repre¬
sents another problem in the integration of a function. By
determining the water pressure at an arbitrary point and
summing it over the whole face of the dam, the total force
is uniquely determined. The centroid, that is, the center
of gravity of any plane or solid figure, is easily reckoned by
means of the integral calculus when applied to the par¬
ticular function defining that figure. Such examples
might be multiplied indefinitely.
*
Beyond the concept of the definite integral, with its
many uses and richly studded field of application, there
is the notion of the indefinite integral, of even greater in¬
trinsic value to the mathematician. Its chief theoretical
interest is that it enables us to exhibit the astounding
relationship between the derivative and the Integra .
Change and Changeability—The Calculus 341
Consider the function = J{x). Instead of limiting the
interval as before, from x — A to x = By imagine it to
extend from x = ^ to at = atq, where xo may assume any
value. For different values of xoy the definite integral
will also take on different values. True, we will no longer
have under consideration a limited area, but we will
have all the requisites for preparing a functional table.
On one side there will be listed successive values of .vo;
on the other, corresponding values of the definite in¬
tegral. This correspondence between values of xo and
values of the definite integral is itself a function called
“the indefinite integral” of the function y =J{x). Here
is the crux of the matter; The definite integral of the
function^ = /(x) is a number determined by an interval
of definite length and a portion of the curve y = /(-v)
defined over that interval. When the interval is extended
from a fixed point through a succession of others, to each
of these there corresponds a value of the definite integral.
This correspondence, this function, is the indt'fmitc in¬
tegral of the original Junction y = J{x) and is symbolized by
i J{x)dx.
From this you may perhaps guess what the two seem¬
ingly diverse branches of the calculus have in coininon.
For the relation between differentiation and integration is
reminiscent of elementary arithmetic. It is the same
relation that exists between addition and subtraction,
multiplication and division, involution and evolution.
The one operation is the inverse of the other. Starting witli
the function y = /(x), upon differentiating we oijtain
dy r •
What do we get upon integrating ihc function l nc
C4 ^
motif of the calculus is hereby revealed, lor we obtain the
342 Mathematics and the Imagination
original function, y = f{x). The indefinite inte^al of
the function 7 = f{x) is another function of x which we
shall denote by _>» = F{x). Of course, the derivative of
y = F{x) isj(x). Every function may thus be regarded as
the derivative of its integral and as the integral of its
derivative.
♦
Earlier we alluded to the exponential function,^ =
and its usefulness in describing the phenomenon of growth.
It is the only function, the rate of change of which is
equal to the function itself. Differentiating^ = ^ yields
^ = e. Integrating yields the same result. It follows that
dx
the life history of any organism—amoeba, man, or red¬
wood—of any phenomenon which exhibits properties of
organic growth—is aptly described by the integral of
This stirring conception is not difficult to visualize. Pro¬
portionality of rate of growth to state of growth may be
embodied in the exponential function. If this is integrated,
the total growth over any given period is given by the
definite integral, and the general character of growth suc¬
cinctly set forth by the indefinite integral.
In conclusion, let us re-examine the problem of a
falling body. We started with the distance that the body
fell in a period of time and derived its speed at every
instant by differentiation. Acceleration at every insunt
was obtained, in turn, by differentiating the first deriva¬
tive, finding the rate of change of the speed with respect
to the time. Galileo and Newton did the same thing
backwards. They shrewdly guessed that the acceleration
of a falling body was a constant, the gravitational con¬
stant. Upon integrating the function expressing this
Change and Changeability—The Calculus 343
hypothesis, they made the classical discovery of the laws
of motion:
(1) the speed of a falling body is gt, where g is the
gravitational constant, 32, and t the time elapsed since
the body was dropped.
(2) the distance covered by a falling body is
This and the other laws of motion governing every
particle in the universe are derivable simply and elegantly
by means of the calculus. But this is not all, for the cal¬
culus not only helped release some of nature’s most inti¬
mate secrets; it gave the mathematician more new worlds
to conquer than Alexander ever sighed for.
APPENDIX
PATHOLOGICAL CURVES
The curves treated by the calculus are normal and
healthy; they possess no idiosyncrasies. But mathemati¬
cians would not be happy merely with simple, lusty con¬
figurations. Beyond these their curiosity extends to psy¬
chopathic patients, each of whom has an individual case
history resembling no other; these are the pathological
curves of mathematics. We shall try to examine a few in
our clinic.
Before we can do so, it will be necessary to introduce
the idea of a curve as the limit of a sequence of polygons.
Let an equilateral triangle be inscribed in a circle. This
triangle may be considered as a curve—Ci. Let C-i be the
regular hexagon obtained by bisecting the three arcs in
Fig. 141, and by joining, in order, the six vertices. (Fig.
142).
344
Mathematics and the Imagination
Cz is the regular duodecagon formed by bisecting the
six arcs of Fig. 143, and joining the twelve vertices in
order. Repeat this process each time by bisecting the arcs,
doubling the number of sides. The curve approached as
The equilateral tri¬
angle is the curve Ci.
C 3 .
The regular hex¬
agon, curve C 2 .
C4.
FIGS. 141, 142, 143, 144.—The circle as the limit
curve of a sequence of curves.
limit is the circle. Thus, the circle is described as the
limit curve of a sequence of curves or polygons.
(1) The Snowflake Curve. Start with an equilateral tn-
angle, with a side one unit in length. This triangle is curve
Cl. (Fig. 145.)
Trisect each side of the triangle and on each ot tne
middle thirds erect an equilateral triangle pointing out¬
ward. Erase the parts common to the new and the old
triangles. This simple polygonal curve is called C 2 .
Trisect each side of C 2 , and again upon each middle
third erect an equilateral triangle pointing outward.
Change and Changeability—The Calculus 345
Erase the part of the curves common to the new and old
figures. This simple curve is C 3 .
Repeat this process, as shown in Figs. 148-150.
What is the limit curve of this sequence of curves? Why is
it called the Snowflake Curve, and why is it described as
pathological?
It derives its name from the shape it assumes in the
successive stages of its development. Its pathological
character is borne out by this incredible feature: Al¬
though one may conceive that the limit curve can be
drawn on a piece of paper, it is hard to imagine that this
is possible, because, though the area is finite, the length
of its perimeter is infinite! But it is clear that at each stage
of the construction the perimeter increases, and since the
Mathematics and the Imagination
sequence of numbers representing the length of the perim¬
eter at each stage does not converge, i.e., does not choke
off, the perimeter must grow beyond all bounds. We are
FIG. 146.—The second stage of the Snowflake
Curve— Cl.
thus confronted by the amazing fact that a curve of infinite
length may be drawn on a small sheet of paper—for ex¬
ample, on a postage stamp. _
The proof is simple: The perimeter of the original
triangle was 3. The perimeter of curve C 2 is 3 + 1; o
C3, 3 + 1 + t; of 3 + 1 + f The perimeter
orC„ is 3 + 1+^ + ^:+ • • • + r- Thus, as «
Change and Changeability—The Calculus 347
grows, so grows the sequence, for we are dealing with an
infinite series which does not converge.
The fact that the curve remains on the paper proves
that the area of the snowflake is finite. Explicitly, the
area of the final curve is if times that of the original
triangle. And if this is not weird enough, consider that
FIG. 147.—The third stage—Cj.
it is not possible to tell at any point on the limit curve
the direction in which it is going, that is, the tangent line
does not exist.®
348
Mathematics and the Imagination
(2) The Anti-Snowflake Curve is obtained by drawing
the triangles inward, not outward, and has many oS the
FIG. 148.—The fourth stage—C^.
while its area is finite, and no tangent can be drawn to it
at any point. (Figs. 151—154.)
(3) Another pathological curve is the In-And-Out Curve.
Draw a circle (with radius = 1) and choose six points on
it so as to divide the circumference into six equal p^s.
Take three alternate arcs and turn them inw^d. 1 he
original circle is Ci, the new figure Cj. (Figs. 155 156.;
Change and Changeability—The Calculus 349
The perimeter of C 2 is the same as the perimeter of Ci,
because its length is not altered by turning three arcs
inward.
Next, trisect each arc, and turn the middle one out¬
ward if it is now turned inward, inward if it is now
FIG. 149. — The fifth stage— Ci.
turned outward. This new curve is C.v Its pcriniett'r is also
equal to that of the original circle. Moreover, the area ul
C 3 is the same as that of C> because we ahernatclv added
and subtracted the same size segments. (I'ig.
350
Mathematics
Repeat this process. The limit curve has a perimeter
equal to the perimeter of the circle. Its area is equal to
that of C2, which, in turn, is equal to the area of a regular
hexagon. Like the Snowflake and Anti-Snowflake, this
curve, too, has its pathological features.
PIG. 150.—The sixth stage—Ca.
While the curvature of a circle is computed without
difficulty, the In-And-Out Curve presents a different
aspect. Consider an arbitrary point upon it. In which
direction, toward the center of the circle or away from
Change and Changeability—The Calculus 35
FIGS. 151, 152, 153, 154.—The first four stages
of the Anti-Snowflake Curve.
FIG. 155.—The In-And-Out Curve
FIG. 156. — Stage C 2 .
352 Mathematics and the Imagination
the center, shall we measure its curvature? We find there
is no definite curvature. The second derivative does not
exist.
FIG. 157.^—Stage Ca.
FIG. 158.—Stage C 4 .
( 4 ) Space-Filling Curves: One of the cardinal principles
of geometry is that a point has no dimensions, and that
a curve is one-dimensional and can, therefore, never fill
FIG. 159.—The Space-Filling
Curve—Stage 1.
FIG. 160.—Stage 2.
a given space. This iron conviction must also be shat¬
tered. For behold the pathological specimen supreme,
the Space-Filling Curve, which will not only occupy the
Change and Changeability—The Calculus 353
interior of a square, but gobble up the space in an entire
cubical box.
The successive stages of such a curve are illustrated
in Figs. 159-164. Select any point in the square or cube.
n
Rl
n
IB
n
ni
u
III
R
li
ill
Sli
III
R
ai
II
1;
IB
III
u
Hi
H
II
IB
Si
ni
n
Rl
H
II
IB
n
III
R
HI
II
li
IB
J
B!
n
R!
H
li
!B
B!
j
R!
u
IB
ii
FIG. 161.—Stage 3.
It can be shown that
completed, it will
reasoning extends
curve must
FIG. 162.—An advanced stage.
eventually, when the curve has been
pass through that point. Since this
Xo every pointy it follows logically that tlic
fill the entire square or cube.
FIGS. 163, 164.—The first two stages of a curv'e
which fills an entire cubical box.
(5) The Crisscross Curve:
This curve has the property that it crosses itself at
354
Mathematics and the Imagination
every one of its points. We are certain that you don't believe
us—and never will—but here are the directions for mak¬
ing it:
1 st Step: Inscribe a triangle within a triangle as in
Fig. 165 . Shade the interior triangle.
c
FIG. 165,
2nd Step: Continue the process for each of the three
remaining triangles as in Fig. 166.
c
FIG. 166.
3rd to nth Step: Repeat the process indefinitely (Fig.
167 is the 5th stage). Then join the points of the original
triangle remaining unshaded and distort the original tri-
Change and Changeability—The Calculus
355
angle so that the three points A, B, and C are brought to¬
gether.
FIG. 167.
There you have the Crisscross Curve.
FOOTNOTES
1. Cajori, History of Fluxions. —P. 305.
2. Protocol on trigonometry for those who have forgotten:
In the right-angle triangle below the following are the trigonometric
ratios (functions of an angle):
Side AB
^ = Cosine
Side AC
^ . - Side BC
Cosine e = - = Sine <6
Side AC
Tangent 6 —
AB
Sine 6 AC
AL
Cos 9 BC BC
AC
= Cotangent uiigcni
style pervades the whole.
366 Mathematics and the Imagination
Jeans, Sir James H. The Mysterious Universe. Cambridge University
Press, 1930.
Lucid exposition of modern science. Sir James has an inimitable
gift for making hard things easy, for making gigantic numbers easier
to remember than telephone numbers, for making tenuous scientific
theories more transparent than invisible glass.
Keynes, John Maynard. A Treatise on Probability. London; Mac¬
millan, 1921.
It would be hard to find a more intelligent and comprehensive
work on the philosophy and mathematics of probability, although
many portions are only for the trained mathematician. Parts of it,
nevertheless, are easily understandable, and the style, like Bertrand
Russell’s, is sparkling.
Keyser, Cassius, J. Mathematical Philosophy. New York; Dutton, 1922.
Well-written, not too technical, and clear. In addition. Professor
Keyser has written many other brilliant essays on mathematics and
the humanizing of mathematics. He would deserve the title of the
Grand Old Man of Mathematics—were it not for the fact that it
would never occur to anyone that Keyser at 78 is anything but
youthful.
Klein, Felix. Elementary Mathematics from a Higher Standpoint.
London: Macmillan, 1932.
A mathematical classic, although not easy tc follow for the non-
mathcmatician. Contains a wealth of material, including a discussion
of transfinite mathematics.
Levy, Hyman. Modern Science. Hamish Hamilton, 1939.
This volume devotes considerable portions to the applications of
mathematics to science. Professor Levy possesses unusual gifts of
simplification. Highly recommended.
Lieber, Lillian R. and Hugh G. Non-Euclidean Geometry. New York:
Academy Press, 1931.
A delightful little book with charming illustrations, making the
elements of non-Euclidcan geometry readily understandable.
Manning, H. P. Non-Euclidean Geometry. Boston: Ginn & Co., 1901.
A brief, rather simple text.
. The Fourth Dimension Simply Explained. London: Methuen,
1921.
A collection of essays on the fourth dimension, submitted in a prize
contest run by The Scientific American. Many of the essays are
amusing, much ingenuity being displayed in finding analogues of
four-dimensional figures in a three-dimensional world.
Mark, Thirri.n'g, Nobeling, Hahn, and \1enger. Krise und Neuauf-
bau in den exakten iVissenschaften. Vienna: Franz Deuticke, 1937.
A collection of German essays by well-known physicists and
mathematicians on the revolutionary aspects of modem science. All
Bibliography
the contributors to this splendid work were members of the celebrated
Vienna Circle. The lecture by Hans Hahn is an interesting presen¬
tation of some of the more startling paradoxes of modern mathematics.
Merz, J. T. History of European Thought in the jgth Century. Edinburgh*
Blackwood & Sons, 4th Edition, 1923. ®
In this monumental and always eminently readable work, there is
a^ very full treatment of the development of mathematics in the
biEty^^"*^ particularly statistics and the theory of proba-
Peirce, Charles S. Chance, Love, and Logic. New York: Harcourt,
Brace, Inc., 1923.
A collection of philosophical essays, particularly on the subject of
probability, by one of America’s most distinguished philosophers—
the founder of pragmatism.
Foundations of Science. Garrison, New York:
The Science Press, 1913.
Anything Poincare wrote is worth reading. The pellucid quality of
s^yle makes all of his non-technical writings readily comprehensible
Russell, Bertrand. Introduction to Mathematical Philosophy. London*
Allen and Unwin, 1919.
A standard work, but sometimes tough sledding. No discussion of
this subject is easy, but Russell is always readable.
Mysticism and Logic. London: Allen and Unwin, 1932.
1 he e^ay. Mathematics and Metaphysicians” in this collection is
* best style: brilliant, impudent, and jaunty. The problems
o! inhnite cl^es and Zeno’s paradoxes are particularly well treated.
The essay A Free Man’s Worship” is one of the finest and noblest
expressions of faith m science and reason in the English language.
Sm^h, David E. History of Mathematics, Vols. I and 11. London:
Ginn & Co., Vol. I, 1923; \'ol. II, 1925.
A g(wd history, profusely illustrated and well-suited for ihe non-
professional.
Snapshots. New York: G. E. Sterhert,
Intended to reveal some of the more unusual aspects of mathe-
ma ICS, including mathematical paradoxes. Requires no mathematical
training whatsoever.
Sullivan, J W. N. Aspects of Science, 2nd Scries. London: W. Collins
bons, 1926.
Stimulating essays for the layman on a variety of .subjects, iiu lucliiig
mathematics. Recommended, by the same author, Limitations of
octence, Chatto and Windus, London, 1933.
368 Mathematics and the Imagination
Swann, W. F. G. The Architecture of the Universe. London:
Macmillan, 1934.
A physicist tells how probability is used in studying the laws of
gases. Well written, non-technical.
Whitehead, Alfred N. An Introduction to Mathematics. Oxford
University Press, 1911.
This might well serve as a model for all popular books on mathe¬
matics. Nothing quite as good appeared before or since its publica¬
tion. Designed for the layman, it is simple but not condescending,
witty but free from “epigramitis,” perfectly clear, informative, full
of verve, good humour and understanding. A first-rate job in every
respect.
Young, J. W. Fundamental Concepts of Algebra and Geometry. London:
Macmillan, 1911.
A most enjoyable collection of lectures. Suitable for the neophyte.
Index
Abbott, Edwin Abbott. 128, 363
Abel, Niels Henrik, 17
Advanced Calculus, 298
Absolute rest, 24
Absolute zero, 24
Acceleration, 301, 326, 342-343
Achilles and the tortoise paradox,
37, 38, 57-58, 62
Ahrens, Wilhelm Ernst Martin
Georg, 189, 191. 363
Air-raid casualties, statistics of,
262-263
Alcuin, 159
d'Alembert, Jean le Rond. 246
Aleph-Null, 45, 54
Alephs, 45, 46-47, 62, 68
Alexander of Macedon. 313
Algebraic equations with integer
coefficients. 6. 49. 64. 71. 79. 84.
109. Ill
Algebraic invariant, 298
Algebraic numbers, 49. 50. 110
Alte Probleme—Neue Losuneen,
219
American Journal of Mathemat¬
ics. The. 178. 191
American Mathematical Monthly,
363. 364
Amusements in Mathematics. 189
Analysis situs, 266. 271-274. 287
Analytical geometry. 95-99. 103,
120-123. 305. 306, 314
Analytical Theory of Heat. The.
254
Analytic
240
theory of probability.
Annals of Mathematics, 191
Anthropology, statistics in, 260-
261
Anti-snowflake curve, 318-351
Apollo, 71
Apollonius. 12. 13
Applied mathematics, 114, 116,
150, 151
Approximation, methods of. 318.
333-334. 336-337
Arabs, 17. 185
Arago, Dominique Francois Jean.
190
Archimedean number (see tt) . 75
Archimedes, 35-34. 69. 74. 310. 331
Architecture of the Universe, The,
367
Area under a curve, 335-339
Argand. Jean Robert. 100
Aristotle. 62. 117. 213. 230-231
Arithmetic. 28. 43, 46, 68, 81. 92.
300. 311
Arithmetic fallacies, 208-211
Arithmetic tricks, 163-161
Arithmetical progression. K2
Arrow in flight paradox, 37. 38-
39. 58-^0. 62, 301. 321
Aspects of Science, 367
Augustine. Saint. 112. 150
Axiont, rctlucibility. 63. 218, 22!
Babylonians. 190
Bachet. Claudc Gasparcl, Sieur dc
Meziri.jc. 157
Ball. Walter Willi.im Rouse, 189.
190. 191. 219. 221. 363
Banaclt Steplien. 205-207. 219
Banach and Tarski'.s tlieoreni. 205-
207. 219
Barrow. Isaac, 323
Beethoven. Ludwig \an. 362
Bell. Lric 1 einpic. i 12, 363
Beltrami, faigenio, I 1‘2
Bergson, Ilcnri. 65, 108
Index
370
Berkeley, George, Bishop, 40
Bernouilli, James, 240
Binary notation, 165-173
Binomial theorem, 249-251, 264
Bismarck, Otto Edward Leopold,
Prince von, 177
Black. Max, 363
Bliss. Gilbert Ames, 363-364
Bolsheviks, 8
Boltzmann, Ludwig, 95. 258
Bolyai, Johann, 118, 135
Bolzano, Bernhard. 39. 40-^2
Boml)elli. Raphael, 91
Booth, John Wilkes, 236
"Boss puzzle” {see "15 Puzzle”)
Bouton, 191
Boyle. Robert, 257-258
Bridgman. Percy Williams, 84. 364
Briggs. Henry. 81. 84
Brouncker. William. Viscount. 78
Brouwer, Luitzen Egbertus Jan.
37. 221. 291, 292, 298
Brouwer’s problem, 287-291
Brownian movement, 24-25
Budget of Paradoxes, 79. 261. 365
Buffon, George Louis Leclerc,
Count de. 110, 246-247
Biirgi, Jobst, 110
Cabalists, 269
Cajori, Florian, 81. 298. 355, 364
Calculus (299-343):
difTercntial. 14. 75. 299, 310,
322-329. 330, 341
integral, 75. 299. 310, 329-342
of probability, 228, 229. 230,
238-251. 252. 253
Cantor. Georg. 39, 41, 42-57, 62.
63. 194. 364
Cantor’s diagonal array, 52-53
Cantor’s paradox, 43, 44
Cantor's theorem. 45-44, 55
Card tricks, 163
Cardan, Girolamo, 91. 168
Cardinality, 44. 45. 46, 48. 49. 54,
55
Cardinal numbers. 64
Cardinal of the continuum. 53, 55
Carlyle, Thomas, 39
Camera, Primo, 23
Carroll, Lewis, 61
Carslaw, Horatio Scott, 364
Casting out nines, 164-165
Catenary, 107
Catherine of Aragon, 236
Catherine II of Russia, 265
Cauchy, Augustin Louis, Baron,
14
Cavalieri, Bonaventura, 332
Cavalieri’s theorem. 332
Cayley, Arthur, 118, 156, 186, 298
Centroid, 340
Ceulen. van, Ludolph, 75
Chaldeans, 28
Chance. 223-264
calculus of. 239-251
Chance, Love, and Logic, 264, 367
Change. 300, 301, 302, 304, 321
Charlemagne, 157, 159
Chaucer, Geoffrey, 3
Chess. 32-33. 68, 115, 173, 222
Chinese, 90
Chinese ring puzzle. 169
Circle. 10-14, 17, 41^2, 66-67.
73. 78. 80. 277, 278. 279, 280,
282, 310-312, 337, 343-344
squaring of the, 12, 65, 66-69,
71-79, 109, 331
Classes. 28-31, 42-58, 61. 62. 63.
120. 132, 151-152, 154, 216-217
Class of all classes not members
of themselves, 216-217
Clausius. Rudolf Julius Emman¬
uel. 258
Clebsch, Rudolf Friedrich Alfred.
298
Clock, 14
Coal and vest problem, 286-287
Coefficients of an equation, 109-
110
Cohen. Morris Raphael, 137, 150-
154, 224. 264. 364
Colerus. Egmont, 155
Collected Scientific Papers (of
P. G. Tail) . 191
Combinations, 242-244
371
Index
Combinatorial analysis, 242. 243
Complex numbers, 95, 101-102,
103, 210
Complex plane, 101-102
Compound interest, 86-87, 111
Compound probability, 248-251
Corate, Auguste, 67
Condorcet, Marie Jean Antoine
Nicolas, Marquis de, 253-254
Coniessions (of St. Augustine),
150
Congruence, 126, 202, 204, 205,
206, 219
Conic sections, 17, 107
Connectivity:
nonsimple, 279-283. 284
simple. 276-277, 281, 282. 283,
290
Continued fractions, 75, 78, 85-86
Continuum, 53, 55, 56, 58
Continuum, cardinal of the, 53,
55
Contributions to the Founding of
the Theory of Transfinite Num¬
bers, 364
Convergence of a series, 64, 69,
70. 109
Cooley, Hollis Raymond, 364
Co-ordinates. 96-99. 102, 120, 121.
122, 123. 314
fcosine, 355-356
Countable classes, 45, 47, 49
Counting, 27, 28-30, 34
Courant, Richard, 364
Course of Pure Mathematics, A,
365
Craig, John, 261
Creative £i'o/u/ion, 108
Cretans. 62-63, 221
Crime of Sylvester Bonnard, The,
189
Crisscross curve. 353-355
Cryptograms. 233-235
Cubic equation. 17
Cubit. 173. 191
Curtate cycloid. 200
Curvature. 28, 147-148, 328
Curves:
anti-snowflake, 348-351
catenary, 107
circle. 10-14, 17. 41^2. 66-67.
73. 78. 80. 277. 278. 279. 280,
282. 310-312, 337, 343-344
dock, 14
crisscross. 353-355
curtate cycloid, 200
cyde. 11-13
cycloid. 196-200
ellipse, 17
of error. 257-260
hyperbola. 17
nonsimply-connected, 7, 281
parabola. 17. 106-107, 308. 330.
331
pathocircle. 13
pathological, 343-355
prolate cycloid. 198-199
simply-connected. 7, 276-282
snowflake. 344-350
space-filling, 352-353
tractrix. 141, 142, 143
turbine. 9-10
Cycle. 11-13
Cydoid, 196-200
Dampier. William. Sir, 259, 260
Dantzig. Tol)ias, HI. 264. 364-365
Darwin, Charles Gallon, 264
Dasc. Johann Martin Zathaiias,77
Da Vinci. Leonardo, 362
Davis. Watson, 25
Decimal, nomenninating, 51-53,
64. 167
Decimal notation, 164, 165, 166,
167
Dcdekind, Richard. 41
Dcducticc method. 232
Definite integral, 33‘1-341
Delphic Oracle. 71. 157
De .Moivre, .Abraham. 103
De Morgan. .Augustus, 79. 22H. 261,
365
Denumerable cl.jsses. 45. 49. 50
Denumcrably infinite classes. 15,
49
26
372 Index
Dependent variable, 31-1, 315, 316.
321
Derivative, 14. Ill, 322-329. 341-
342. 3j6
Descartes. Rene, 65 , 95, 96 . 290,
300. 3r)9
Diagonal proof. Cantor’s, 52-53
Dice. 237, 239, 244. 245
Dichotomy paradox, 37-38
Die Paradoxien des Vneridlicncn,
40
Differential calculus, 14, 75, 299,
310. 322-329. 330. 341
Differential and Integral Calculus,
304
DifTcrentiation. 5, 322-323. 325-
320. 311. 342
Dimension. 119-121
Diopliaiuus, 187
Discriminant. 298
Divergence of a series, 109
Doughnut, 281, 282. 287
Drawing cards from a pack, 237,
213-244
Dresden, Arnold. 191, 365
Doyle, Arthur Conan, Sir, 263
Dudeney. Henry Ernest, 189
Durer, Albrecht. 185
Duodecimal notation. 190
Duplication of the cube. 12. 66,
68. 71-72. 109
Dyadic notation, 105-173
c, 49. 50. 66. 80. 84-86, 87-88. 89.
no. Ill
Eddington. Arthur Stanley. Sir,
23. 32. 131. 151. 365
Egyptians, 8. 17, 66, 74, 167
Einfiihrung in das mathematische
Dcnken, 219
Einstein. Albert. 22. 23, 29
Elementary Mathematics from a
Higher Standpoint, 366
Elements, 9-10. 151-152. 154
Elements (of Euclid), 4. 108. 113
Elements of the Differential and
Integral Calculus. 365
Elements of Non-Euclidean Plane
Geometry and Trigonometry,
364
Ellipse. 17
Ellipsoid. 147
Encyclopcdie, 246
Enriques. Federigo, 365
Epiinenides paradox, 62-63, 221
Equations:
algebraic, 6. 298
with integer coefficients. 6, 49,
64. 71. 79. 84. 109, 111
cubic. 17
quadratic. 17
quartic. 17
quintic. 17-18
Equiprobability. 241-242, 248, 251
Error, probability curve of, 257-
200
Essai philosophique sur la proba-
Inlitc. 264
Euclid. 4. 62. 69. 108. 113-114. 115,
134, 135. 137-140, 143, 117-150,
187. 192. 271. 301
Euclidean geometry. 116. 134. 137,
138. 139. 140. 143. 149. 150
Euclidean manifold, 123-121
Euler. Eeonhard, 85-86. 92. 93.
103. 156. 185. 265-268. 269.
290-291
Euler s theorem. 266-268. 290-291
Evolution, 6. 93
Existctice. 61-62. 63
Exponential function. 88-89, HI.
300. 342
Exponents, 82, 110
Factorial. Ill
Fallacies:
arithmetic, 208-211
geometric, 211-213
mathematical, 207-213
Falling bodies. 316-321. 326-328,
342-343
Fermat. Pierre de. 68. 156. 187.
188, 239-240. 306
Fermat’s last theorem, 68, 187-188
“15 Puzzle,’’ 177-180
Index
373
Finite classes, 43
Finite numbers, 19, 22, 23, 32-33,
47, 63
Flatland—A Romance of Many
Dimensions, 128, 363
Flaubert, Carolyn, 158
Flaubert, Gustave, 158
Formalists, 62, 222
Forsyth, Andrew Russell, 154
Foundation of Physics, 154
Foundations of Science. The. 367
Four-color problem. 287-291
Four-dimensional geometry, 93,
113, 115, 116, 118, 119, 124, 300,
359
Four-dimensional manifold, 123-
124, 154
Fourier, Jean Baptiste Joseph.
254-255
Fourth dimension, 116, 117, 118,
119, 124, 125, 127-128, 130, 131
Fourth Dimension Simply Ex¬
plained, The, 366
Fractions:
continued, 75, 78, 85-86
rational. 48
France. Anaiolc, 189
Franklin, Benjamin, 186
Frege, Gottlob, 218
Function. 5. 14. 304, 309, 312-316.
318-327, 332
exponential, 88-89, 111, 300,
342
monogenic, 14
one-valued, 64
polygenic, 14
trigonometric, 355-356
Functions of a real variable, the¬
ory of. 201
Fundamental Concepts of Algebra
and Geometry, 154. 368
Galileo. 41. 198.252, 365
Galois, Fvariste, 71
Cans, David. 364
Gases, kinetic theory of, 257-260
Gauss, Karl Friedrich. 68. 77. 92.
101. 108. 134. 135, 258
Geodesic. 146, 147, 181
Geometric fallacies, 211-213
Geometric mean. 99-100
Geometric progression, 82
Geometry:
analytical. 95-99. 103, 120-123,
305. 306, 314
Euclidean, 116, 134, 137, 138,
139. 140, 143, 149. 150
four-dimensional, 93, 113, 115,
116, 118. 119, 124, 300. 359
Lobachevskian, 136-139, 140,
142-143, 146, 150
non-Euclidcan, 113, 132, 134-
150, 155. 300. 359, 360
nonquantitaiive, 272-297
Riemannian, 139-140, 142, 143.
144, 145. 146. 149, 150
rubber-sheet, 265-298
Geometry of Four Dimensions,
154
Gestapo, 216
“Goijig to Jerusalem,” 29-80
Goldbach. C., 187
Goldl)ach's theorem, 187
Cold Bug, The. 233
Googol, 20-25. 27. 32. 33. 47. 81.
221
Googolplex, 23-25. 31, 32. 44, 81
Granville, \N'il!iain Anthony, 365
Graph (to[K)logital) , 206
Gra])hic leprescntation of points,
96-99, 31 1
Grassinann. Hermann. 118
Gravitational constant, 327-328,
312-343
Great circle, 1 13. 146, 147, 181
Greeks, 8, 16. 31. 40, 66, 71, 90, 95.
108. 213
Griin.ildi. Fiancis Maria, 100
Groups. 4, 5. 8
Growth, phenomenon of. 88, 342
Guessing mnnbers, 103, 164
Hahn, Mans, 298. 306
Haldane, John Burdon Sanderson,
262-203
Index
374
Hall, Henry Sinclair, 190
Hamilton, William Rowan, Sir,
156
Hardy, Godfrey Harold, 32, 365
Hausdorff, Felix, 204-205, 207
Hausdorff's theorem, 204-205, 207,
219
Henry IV of France, 75
Henry VIII of England, 236
Heraditus, 27
Hermite, Charles, 111
Hessian, 298
Higher Algebra, 190
Higher derivatives, 326-329
Hilbert, David, 222
Hindus, 17, 90, 268
Historic Development of Logic,
365
History of Elementary Mathemat¬
ics, A, 364
History of European Thought in
the 19th Century, 367
History of Japanese Mathematics,
A, 191
History of Mathematics, 364, 367
History of Philosophy, Science
and Technology in the Six¬
teenth and Seventeenth Centu¬
ries, 356
History of Science and its Rela¬
tions with Philosophy and Re¬
ligion. A. 259
Hitler, Adolf. 228
Hogben, Lancelot Thomas, 365-
366
Homer, 362
Hottentots, 19
Houdini, Harry, 127
How to Draw a Straight Line, 290
Hyperbola, 17
Hypercube {see Tesseract)
Hyperplane, 124
Hyperradical, 16
Hypervolume, 126
I, 65, 66, 89, 91, 93-95, 99, 100,
101-103, 110, 210
Illusions, optical, 211, 220-221
Imaginary numbers, 65, 66, 90-95,
99, 100, 103, 117, 210
Impossibility, mathematical, 67-
68
Indefinite integral. 340-342
Independent events, 244-247
Independent variable, 314, 315,
316, 321, 326
Induction, mathematical, 3S-36,
232
Infinite dasses, 31, 43-44, 45-46,
48-50, 53, 55-58, 61, 62, 63, 132
Infinite numbers, 19, 20, 22, 23,
33-36
Infinite series, 38, 64, 65, 66, 69-
70, 75, 76, 77, 78, 79, 80. 87, 109,
346-347
Infinitesimal, 40, 43, 332
Infinity. 19, 35, 36, 40, 41, 43. 56,
61. 63. 132, 222, 332
Integers. 34-35. 43-45, 46-49, 50,
51. 52. 54. 63, 92, 108, 110
Integral calculus, 75, 299, 310,
329-342
Integrals:
definite, 339-341
indefinite, 340-342
Integration, 5. 339-340, 341, 342
Interlocking rings, 285, 286. 287
Introduction to Logic and 5cjVn-
tific Method, An, 150-154, 264,
364
Introduction to Mathematical Phi¬
losophy, 367
Introduction to Mathematics, 364
Introduction to Mathematics, An,
368
Iniuitionists, 62. 221-222
Invariants, 273-274, 297. 298, 300
Invitation to Mathematics, An,
190, 365
Involution, 54
Irrational numbers, 49
Italians, 17
Jacobian, 298
Japanese, 175-176
Index
Jeans, James, Sir, 258, 366
Jeu du Taquin {see ‘*15 Puzzle”)
Johnson, Samuel, 28
Johnson, William Woolsey, 191
Jordan, Camille, 7, 276-279
Jordan’s theorem, 7. 276, 278, 279
Josephus, 173, 174
Josephus problem. 173-176
Kant. Immanuel. 6, 118
Kasner, Edward, 23
Kempe, Alfred Bray, Sir, 290
Kepler, Johann, 156, 252. 331-332
Keynes, John Maynard. 238. 263,
366
Keyser, Cassius Jackson, 13. 366
Kinetic theory of gases. 257-260
Kirchhoff, Gustav Robert, 276
Klein, Felix. 299, 366
Kline, Morris, 364
Knight, Samuel Ratcliffe, 190
Kries, Johann von. 263
Krise und Neuaufbau in den ex-
aAlen JVissenschaflen, 154, 367
Kronecker, Leopold. 35
La Fontaine, Jean de. 7, 217
Lagrange, Joseph Louis. Count,
156. 253
Laguerre, Jean Henri Georges, 11,
12. 13
Laplace, Pierre Simon, Marquis
de, 221, 252-253, 264
Lazzerini, 247
Lebensrautn, 293
Lee, Samuel. 261
Legouve, Ernest. 183-184
Leibniz, Gottfried Wilhelm. Baron
von, 39, 40. 75-77, 91. 156. 165,
166. 240. 301, 309
Length of a curved line, 331, 333-
335, 356
Les problemes plaisants et delec-
tables, 157
Levy, Hyman, 366
Licber, Hugh Gray, 366
Liebcr, Lillian R.. 366
Lietzmann, Waliher, 189, 219
375
Limit, 64, 69. 70. 235. 310, 332
of a function, 312-316. 321-327,
332. 341
of a variable quantity. 3IO-3I2
Lincoln, Abraham. 236
Littdemann, Ferdinand, 71, 72. 79.
Ill
Lindsay. Robert Bruce, 154
Listing. Johann Benedict, 272
Lloyd. Sam. 177. 178
Lobachevsky. Nikolai Ivanovich,
118, 135-143, 146-147. 150, 181,
271
Lobachevskian geometry, 136-139,
140. 142-143, 146, 150
Locke, John. 225, 252
Logarithms. 50. 80. 81-84, 110,
210-211
Logic. 300, 360-361
Logic of Modern Physics, The,
364
Logical paratioxes, 194, 213-219
Logical posiii\ism, 359-361
Logistic school, (52. 63, 222
Loiigley. William Ravniorid, 365
Lucas, Edouanl, 189
Ludolphian number (see -rr) , 75
Lustiges und Merkwiirdiges von
Za/ilen und Formen, 189, 219
Magic sc|uarcs. 185-186
MacFarlane, y\lexaiuler. 184
Mathin. Jolin. 75-76, 78, 118
Manifold. 119-124, 133. 149. 154
Euclidean, 123-121
four-ilimensional, 123-124, 154
nonsiinplv-connecietl. 281
simpl> conncfted, 282
three-dimensional, 120-124, 154.
282-281
tuo-dimeiisiona!, 278, 279, 282
Manning. Heniy Parker, 366
Map-coloring problem, 186, 287-
291
Margenau, Henry, 154
Mark. Hermann, 366
Maichitig. 28
Matci iaiisnt, 254-256
Index
376
Mathematical Excursions, 189
Mathematical fallacies, 207-213
Mathematical impossibility, 67-68
Mathematical induction, 35-36,
232
Mathematical Philosophy, 366
Mathematical possibility. 212
Mathematical recreations, 156-192
Mathescope, 2.‘)-26
Mathematical Recreations and Es¬
says, 189, 363
Mathematical Snapshots, 367
Mathematics for the Million, 365
Mathematische Unterhaltungen
und Spiele, 189, 363
Maxima and minima. 306-309,
325-326
Maxwell, James Clerk, 258
Measuring. 28, 66. 133, 13-1. 202-
203
Mecatiiqiie Celeste, 221, 253
Men of Mathematics, 363
Mendel. Gregor Johann, 10
Mcnger, Karl. 219. 366
Mdr^, Antoine Gombault. Cheva¬
lier de, 239-2-10
Merrill, Helen Abbot, 189
Mersenne, Marin. 187
Merz, John Theodore, 367
Meiamathematics. 222
Metaphysics, 359-361
Methods of approximation, 318,
333-33-1. 336-338
Mikaini, Yoshio, 191
Miracles, 21. 261-262
Mirifici Logarithmorum Canonis
Descriplio, 80. 110
Mobius, August Ferdinand, 118,
186
Mobius strip, 118, 186, 28-1-286
Modern Science, 366
Mohammedans. 261. 268
Moment of inertia, 3-10
Monkey and rope puzzle. 192
Monogenic functions, 14
More. Henry, 118
Motion. 37. 58-60, 194-195. 274,
300. 301-304, 321, 342-343
Mutually exclusive events, 243-244
i\Iysterious Universe, The, 366
Mysticism and Logic, 37, 367
Nagel. Ernest, 150-154, 224. 264
Napier, John, 80-84, 110
Napoleon, 253
Nature, 262
Nature of Mathematics, The, 363
Needle problem, 110, 246-247
Negative curvature, 147-148
Negative numbers, 65, 90-91, 92,
111, 117, 210
Newcomb, Simon, 78
New Pathways of Science, 365
Newton, Isaac, Sir, 75, 80, 252, 261,
304. 309, 323
Nim, 172, 191
Nines, casting out, 164-165
Nobeling, Georg, 154. 366
Nondenumerable classes, 49, 50,
53
Non-Euclidean geometry, 113, 132,
134-150, 155, 300, 359. 360
Non-Euclidean Geometry, 366
Nonquantitative geometry, 272-
297
Nonsimple curves, 7, 281
Nonterminating decimals, 51-53,
64. 167
Notation:
binary. 165-173
decimal. 164, 165, 166, 167
duodecimal. 190
dyadic. 165-173
positional. 80. 110
sexagesimal. 190
Number, the Language of Science,
111, 264, 364-365
Numbers:
cardinal, 64
complex. 95. 101-102, 103, 210
imaginary, 65, 66. 90-95, 99, 100,
103, 117. 210
infinite. 19, 20. 22. 23. 33-36
irrational. 49
negative, 65, 90-91, 92, 111, 117,
210
Index
Numbers {Continued) :
ordinal. 64
prime. 64, 108. 187-188. 192
rational. 49, 50
real. 49, 50, 51. 53. 54. 55
transcendental, 6. 49. 50, 53. 64,
78. 79. 84. 111. 117
iransfmite, 45, 47, 49. 53. 54, 55,
63. 194. 359
Omar Khayyam, 90, 111
0/1 the Hypotheses tVhich Under¬
lie the Foundations of Geome¬
try. 139
One-sided surface, 118, 186. 284-
286
One-to-one correspondence. 29, 31,
34. 41. 45. 48. 49. 50. 56. 57. 58,
59. 60. 206
Onc-valucd functions, 61
Optical illusions. 211. 220-221
Ordinal numbers. 61
Osgood, William Fogg, 298
Parabola. 17, 106-107, 308. 330.
331. 356
Parabolic segment. 356
Paradoxes. 193-222
Achilles and the tortoise, 37, 38,
57-58. 62
arrow in flight, 37. 38-39, 58—
60. 62. 301, 321
Cantor's, 13, -11
Dichotomy, 37-38
Epimenides. 62-63. 221
of infinite classes, 43, 44
logical. 191, 213-219
railway train. 200
rolling circles, 195-196
rolling coin, 191-195
Russell’s. 216-217
Parallel lines. 65. 131-110. 143,
151-155
Parhexagon, 11-16
Pascal. Blaise, 112. 156, 239-240
Patho-circlc, 13
Pathological curves. 313-355
Peirce, Benjamin, 103
377
Pcircc. Charles Sanders, 237-238.
256-257. 264. 367
Perinutalions, 242-243
Peterson, 261
TT, 41-12. 19. 50. 61. 66-67, 71. 72.
74. 75-79. 89. 109. 1 10. Ill, 246,
217
Plane, 120, 124. 147
Plato, 134
Pliicker. Julius, 118
Poe. Edgar .Mian. 233
Poincare, Henri. 35. 63, 272, 298,
367
Point sets, theory of. 201-201. 219,
291
Poisson. Simeon Denis, 160, 190
Polsgenic functions. 11
Possibility, inathcinalical. 212
Positional notation, 80, 110
Positive cursaturc, 147-148
Pouring problems. 161-162, 190,
191
Pretzel. 278. 283. 281. 287
Prime numbers, 64, 108, 187-188,
192
Principia, 80. 261
Principia Malhematica, 218
i’rituiple of insufliciciu reason.
229-230, 263-264
Probability (223-261):
coin[>ound. 218-251
etjuiprobabiliiy. 241-212. 218.
251
independent evenis, 214-217
mutually exclusi\c eseiiis, 213-
21t
principle of insufficient reason,
229-230. 263-261
relatixe frct|uetir\ view, 230-237
statistical ijiterpretation. 230-
237
subjective view, 227-230
truth frecjucncy ilieory. 238
Prol>lcms:
of \pollonius. 12-13
Brouwer's. 291-297
of coat and vest. 2HG-2H7
Index
378
Problems {Continued );
drawing cards from a pack, 237.
2-13-214
of existence, 61-62
of falling bodies. 316-321, 326-
328, 342-343
four-color, 287-291
of interlocking rings, 285, 286,
287
map-coloring, 186. 287-291
Mbbius surfaces. 118, 186, 284-
286
needle. 110, 246-247
number theory. 186-188
pouring. 161-162, 190. 191
relationship. 183-185
ring. 168-169
river-crossing. 159, 189-190
Russian multiplication. 167-168
of seven bridges. 265-268. 270
shunting. 159-160
spider and fly. 181-182
string. 191-192
tower of Hanoi. 169-171
Projective geometry. 151
Prolate cycloid. 198-199
Propositional functions. 263
Pseudosphere, 140, 142-143. 146.
151-155
Ptolemy. 74. 117
Pure mathematics, 114, 116, 150-
152
Puzzles, 156. 157. 158. 162. 168-
169, 177-180, 189-190, 191-192.
300
Pythagoras, 28, 357, 359
Pythagoreans. 268
Pythagorean theorem, 121-122, 124
Quadratic equation, 17. 298
Quartic equations. 17
Queen of the Sciences, The, 363
Qu^ielet, Lambert Adolphe
Jacques, 260
Quintic equations, 17-18
Radical, 16-18
Radius of curvature, 328
Railway train paradox. 200
Ramsay, Frank Plumpton, 221
Rate of change. 111, 305. 316, 321-
323. 326
Rational fractions, 48
Rational numbers, 49, 50
Real numbers, 49, 50, 51, 53, 54,
55
Reason and Nature, 154
Reasoning by probable inference,
224. 226
Reasoning by recurrence, 36
Recreations, mathematical, 156-
192
Recreations Mathematiques, 189
Rectifying the parabola, 331, 356
Reducibility {see Axioms)
Relationship problems, 183-185
Relative frequency view of prob*
ability. 230-237
Rest, absolute, 24
Richter. 77
Riemann. Ceorg Friedrich Bern-
hard. 139. 140, 142-150. 181.271
Riemannian geometry, 139-140,
142. 143, 144, 145, 146, 149, 150
Ring. 5, 279. 281
River-crossing problem, 159, 189-
190
Rolling circles paradox. 195-196
Rolling coin paradox, 194-195
Rubber-sheet geometry, 265-298
Ruffini. Paolo. 17
Russell, Bertrand Arthur William,
37. 39. 56. 60. 218, 221. 222. 299.
367
Russell’s paradox. 216-217
Russian multiplication, 167-168
Sanctions, 294
Sand Reckoner, The, 33-34
Sceptical Chymist, The, 257
Scheherezade. 235
Schubert, Hermann Caesar Han¬
nibal. 176
Science and Hypothesis, 298
Sevenih-Dav Adventists. 148
Second derivative. 326-328
Index
379
Self-consistency, principle of. 62-
63, 115-116, 124
Semantics. 90
Series, infinite, 38, 64, 65, 66, 69-
70. 75, 76, 77. 78, 79, 80. 87. 109,
346-347
Seven bridges’ problem, 265-268,
270
Sexagesimal notation, 190
Shanks. W., 77-78
Sharp, Abraham, 77
Shunting problem, 159-160
Simple curves, 7. 276-282
Sine. 355-356
Skewes, 32
Skewes’ number, 32, 33
Slope of a tangent, 324-325, 330,
356
Smith, David Eugene. 191. 367
Smith. Percey Franklyn, 365
Socrates, 228
Sophie Charlotte. Queen of Prus¬
sia. 39
Sophists, 213
Soviet Russia. 93
Space continuum, 58
Space, physical, 28. 56, 65. 112-
113, 117, 119, 124. 131. 132, 133,
137, 149-150
Space-filling curve. 352-353
Space, Time, and Gravitation, 154,
365
Spencer, Herbert, 6
Sphere. 143-145, 147. 181.203-204,
282, 283 . 284 , 290
Spider and fly problem, 181-182
Square root, 108, 209-210
Squaring of the circle, 12. 65. 66-
69, 71-79. 109, 331
Squaring of the parabola, 330, 331
Statistical interpretation of prob¬
ability. 230-237
Statistical view of nature, 254
Statistics:
of air-raid casualties. 262-263
in anthropology. 260-261
Sieinhaus, Hugo, 367
Stereometria, 332
Story, William Edward, 191
Straight line. 146, 181-183
String problem. 191-192
Subjective view of probability,
227-230
Sue, Eug<;ne Joseph Marie, 183
Sullivan. John William Navin, 367
Swann, William Francis Gray, 367-
368
Sylvester, James Joseph, 118, 298
Tait, Peter Guthrie. 176, 191
Tangent of an angle, 355-356
Tangent to a curve. 324-325, 356
Tarski. Alfred. 205-207. 219
Tartaglia, Niccold, 159
Terminating decimal, 64
Tesseract. 109. 125. 126
Thcologiae Christianae Principia
Malhematica, 261
Theorems:
Banach and Tarski's, 205-207,
219
binomial, 249-251. 264
Cantor's, 43--14, 55
Cavalieri's. 332
Euler's. 266-268, 290-291
Fermat's last, 68, 1H7-188
geometric meai», 99-100
Goldbach's. 187
Hausdorlfs. 204-205. 207. 219
Jordan's. 7. 276, 278, 279
parhexagon. 15-16
probability of joint occuncncc
of two independent events,
244-215
Pythagorean. 121-122, 124
Theory:
of cycles, 12
of groups, 5
of point sets, 201-204, 219, 291
of probability. 223-264
of types, 63. 218. 221
Thirring. Mans, 366
Three-dimensional geometry, 120-
123
Three-dinionsiona! manifohl. 120-
124, 154, 282-284
Index
380
Three-dimensional space. 56, 115-
116, 130, 205. 206
Time continuum, 58
Todhunier. Isaac, 261
Topology’, 266. 271-27-1, 276-297.
300, 359
Tossing coins, 225, 231, 232, 2-14,
245
Tower of Hanoi problem, 169-171
Iracirix, 141, 142, 143
Transcendental numbers, 6. 49,50,
53. 64. 78, 79. 84, 111, 117
Transfinite numbers, 45, 47, 49,
53. 54. 55, 63. 194. 359
Treatise on Probability, A, 238,
263. 366
Trigonometric functions. 355-356
1‘risection of an angle. 12, 68. 72,
109
Truth frequency theory of prob¬
ability, 238
Turbine, 9-10
Twain, Mark, 156, 157
Two-dimensional space. 128
Two-dimensional manifold, 278,
279, 282
Tu'o New Sciences, 365
Types, theory of. 63, 218, 221
I’liraradical. 16-18
Universe Around Us, The, 258
Variable quantities, 5, 305-306,
310-312
Variables:
dependent. 314, 315, 316, 321
independent, 314, 315, 316, 321,
326
Veblen. Oswald, 151
Velocity. 301. 342-343, 356
Veronese, 118
Vieta, Francisco. 74-75. 80-81
Vizetelly, Frank. 3
Votn Punkt lur vierten Dimension,
155
1'orstudien zur Topologie, 272
Wahlert, Howard E., 364
Waismann, Friedrich, 219
Wallis, John. 75-76. 78, 118
Weierstrass, Karl Theodor Wil¬
helm. 39. 43. 298, 332
Wessel, Caspar, 100
Wcyl, Hermann. 221
Whitehead. Alfred North, 218. 368
^Volf, Abraham, 356
Yoneyama. 291
Young, John Wesley, 151, 154, 368
Zeno. 37-39.57. 194, 301.321
Zero, absolme. 24
Zeuxippus, 34
About the Authors
Edward Kasner was born in New York City in 1878. He
was graduated from the College of the City of New York and
received his Ph.D. in 189Q from Columbia University. After
study at the University of Gottingen he joined the faculty of
Columbia, where he has been professor of mathematics since
1910 and Adrain Professor of Mathematics since 1937. He is
a member of the National Academy of Sciences and of the National
Research Council and has published six books on mathematics,
including '‘^Present Problems of Geometry.^''
James Newman was born in New York City in 1907 . He
is a graduate of Columbia and a member of the New York bar.
Mr. Newman studied with Dr. Kasner while doing graduate
work at Columbia. He is a contributor to ^'Scripta .Mathe¬
matical'' and the author of numerous papers on literary and
mathematical subjects.