If we try to conceive
the whole structure of science according to
the principle of the increasing complexity of concepts,
the first question which confronts us is, What
concept is the most general of all possible concepts,
so general that it enters into every concept formation
and acts as a decisive factor? In order to find
this concept let us go back to the psycho-physical
basis of concept formation, namely, memory, and
let us investigate what is the general characteristic
determining memory. We soon perceive that if a
being were to lead an absolutely uniform existence,
no memories could be evoked. There would be
nothing by which the past could be distinguished
from the present, hence nothing by which to compare
them. So the "primal phenomenon" of conscious
thought is the realization of a difference, a
difference between memory and the present, or, to
put the same idea still more generally, between two
memories.
Our experiences, therefore, are divided into two
parts, distinguished from each other. In order to
predicate something of a perfectly general nature
concerning those parts, without regard to their particular
content, we must, in accordance with the
means employed in human intercourse, designate
them by a name. Now in all human languages there
is a great deal of arbitrariness and indefiniteness in
the relations between the concepts and the names applied
to them, which render all accurate work in the
study of concepts extremely difficult. It is necessary,
therefore, to state definitely in each particular
instance with what conceptual content a given name
is to be connected. Every experience in so far as
it is differentiated from other experiences we shall
call simply an experience without making a distinction
between a so-called inner or outer experience.
Many of the experiences remain isolated, because
they are not repeated in a similar form, and so do
not remain in our memory. They depart from our
psychic life once for all and leave no further consequences
or associations. But some experiences recur
with greater or less uniformity, and become permanent
parts of psychic life. Their duration is by
no means unlimited. For even memories fade and
disappear. However, they extend through a considerable
part of life, and that suffices to give them
their character.
The aggregate of similar experiences, hence of
experiences conceptually generalized, we shall call
things. A thing, therefore, is an experience which
has been repeated, and is "recognized" by us.
That is, it is felt as repeated and conceptually comprehended.
In other words, all experiences of
which we have formed concepts are things, and the
concept of thing itself is the most general concept,
since, according to its definition, it includes all possible
concepts. Its "essence," or determining characteristic,
lies in the possibility of differentiating any
one thing from another. Things we do not differentiate
we call the same, or identical. Here we
shall leave undecided the question whether this lack
of differentiation occurs because we cannot, or because
we would not, differentiate. All experiences
generalized into one concept are therefore felt or regarded
as the same in reference to this concept.
Now, since concepts arise unconsciously as well as
consciously, the first is a case of identities which
had been directly felt as such. On the other hand,
in the second case, the process is that of consciously
disregarding or abstracting the existing differences
in order to form a concept into which these do not
enter. This last process is applied in the highest
degree possible in obtaining the concept thing.
The experience of the connection
or relation between various things is also derived
from the nature of our experiences in the most
general sense. When we recall a thing A, another
thing B comes to our mind, the memory of
which is called forth by A, and vice versa. The
cause of this invariably lies in some experiences in
which A and B occur together. In fact, A and B
must have occurred together a number of times.
Otherwise they would have disappeared from memory.
In other words, it is the fact of the complex
concept which appears in such connections between
various things. Two things, A and B, which are connected
with each other in such a way, are said to be
associated. Association in the most general sense
means nothing more than that when we think of B
we also have A in our consciousness, and vice versa.
However, we can at will make the association more
definite, so that quite definite thoughts or actions
will be connected with the association of B. These
thoughts and actions are then the same for all the
individual cases occurring under the concept A
and B.
If we associate with the thing B another thing
C, we obtain a relation of the same nature as that
obtained by the association of A and B. But at the
same time a new relation arises which was not directly
sought, namely, the association of A to C.
If A recalls B, and B recalls C, A must inevitably
recall C also. This psychologic law of nature is
productive of numberless special results. For we
can apply it directly to still another case, the association
of a fourth thing D to the thing C, whereby
new relations are necessarily established also between
A and D as well as between B and D. By
positing the one relation C : D there arise two new
relations not immediately given, namely, A : D and
B : D. The reason the other relations arise is because
C was not taken free from all relations, but
had already attached to it the relations to A and B.
These relations of C, therefore, brought A and B
into the new relation with D.
By this simplest and most general example we
recognize the type of the deductive process (p. 41),
namely, the discovery of relations which, it is true,
have already been established by the accepted
premises, but which do not directly appear in undertaking
the corresponding operations. In the present
case, to be sure, the deduction is so apparent
that the recognition of the relations in question offers
not the slightest difficulty. But we can easily
imagine more complicated cases in which it is much
more difficult to find the actually existing relations,
and so in certain circumstances we may search for
them a long time in vain.
The aggregate of all individual
things occurring in a definite concept, or the common
characteristics of which make up this concept,
is called a group. Such a group may consist of a
limited or finite number of members, or may be
unlimited, according to the nature of the concepts
that characterize it. Thus, all the integers form an
unlimited or infinite group, while the integers between
ten and one hundred (or the two-digit numbers)
form a limited or finite group.
From the definition of the group concept follows
the so-called classic process of argumentation of the
syllogism. Its form is: Group A is distinguished by
the characteristic of B. The thing C belongs to
group A. Therefore C has the characteristic of B.
The prominent part ascribed by Aristotle and his
successors to this process is based upon the certainty
which its results possess. Nevertheless, it has been
pointed out, especially by Kant, that judgments or
conclusions of such a nature (which he called analytic)
have no significance at all for the progress
of science, since they express only what is already
known. For in order to enable us to say that the
thing C belongs to group A, we must already have
recognized or proved the presence of the group
characteristic B in C, and in that case the conclusion
only repeats what is already contained in the
second or minor premise.
This is evident in the classic example: All men
are mortal. Caius is a man. Therefore Caius is
mortal. For if Caius's mortality were not known
(here we are not concerned how this knowledge was
obtained), we should have no right to call him a
man.
At the same time the character of the really scientific
conclusion based upon the incomplete induction
becomes clear. It proceeds according to the
following form. The attributes of the group A are
the characteristics of a, b, c, d. We find in the
thing C the characteristics a, b, c. Therefore we
presume that the characteristic d will also be found
in C. The ground for this presumption is that we
have learned by experience that the characteristics
mentioned have always been found together. It is
for this reason, and for this reason only, that we
may assume from the presence of a, b, c the presence
of d. In the case of an arbitrary combination,
in which it is possible to combine other characteristics,
the conclusion is unfounded. But if, on the
other hand, the formation of the concept A with the
characteristics of a, b, c, d has been caused by repeated
and habitual experience, then the conclusion
is well founded; that is, it is probable.
As a matter of fact, however, that classic example
which is supposed to prove the absolute certainty
of the regular syllogism turns out to be a hidden
inductive conclusion of the incomplete kind.
The premise, Caius is a man, is based on the attributes
a, b, c (for example, erect bearing, figure,
language), while the attribute d (mortality) cannot
be brought under observation so long as Caius remains
alive. In the sense of the classic logic, therefore,
we are not justified in the minor premise,
Caius is a man, while Caius is alive. The utter
futility of the syllogism is apparent, since, according
to it, it is only of dead men that we can assert
that they are mortal.
From these observations it becomes further apparent
that logic, whether it is the superfluous classic
logic or modern effective inductive logic, is nothing
but a part of the group theory, or science of manifoldness,
which appears as the first, because it is
the most general member of the mathematical sciences
(this word taken in its widest significance).
But according to the hierarchic system in harmony
with which the scheme of all the sciences had been
consciously projected, we cannot expect anything
else than that those sciences which are needful
for the pursuit of all other sciences (and logic has
always been regarded as such an indispensable science,
or, at least, art) should be found collected and
classified in the first science.
When the characteristics a, b, c, d
of a group have been determined, then the aggregate
of all things existing can be divided into two parts,
namely, the things which belong to the group A and
those which do not belong to it. This second aggregate
may then be regarded as a group by itself.
If we call this group "not-A," it follows from
the definition of this group that the two groups,
A and not-A, together form the aggregate of all
things.
This is the meaning and the significance of the
linguistic form of negation. It excludes the thing
negated from any group given in a proposition, and
this relegates it to the second or complementary
group.
The characteristic of such a group is the common
absence of the characteristics of the positive group.
We must note here that the absence of even one of
the characteristics a, b, c, d excludes the incorporation
of the thing into the group A, while the mere
absence of this characteristic suffices to include it
in the group not-A. We can therefore by no means
predicate of group not-A that each one of its members
must lack all the characteristics a, b, c, d. We
can only say that each of its members lacks at least
one of the characteristics, but that one or some may
be present, and several or all may be absent. From
this follows a certain asymmetry of the two groups,
which we must bear in mind.
The consideration of this subject is especially important
in the treatment of negation in the conclusions
of formal logic. As we shall make no special
use of formal logic, we need not enter into it in
detail.
The combination
of the characteristics which are to serve for the
definition of a group is at first purely arbitrary.
Thus, when we have chosen such an arbitrary combination,
a, b, c, d, we can eliminate one of the
characteristics, as, for example, c, and form a group
with the characteristics a, b, d. Such a group,
which is poorer in characteristics, will, in general, be
richer in members, for to it belong, in the first
place, all the things with the characteristics a, b, c, d,
of which the first group consisted, and in addition
all the things which, though not possessing c, possess
a, b, and d.
If we call such groups related as contain common
characteristics, though containing them in different
members and combinations, so that the definition of
the one group can be derived from the other by the
elimination or incorporation of individual characteristics,
then we can postulate the general thesis
that in related groups those must be richer in members
which are poorer in characteristics, and inversely.
This is the precise statement of the
proposition of the less definite thesis stated above.
For the purposes of systematization we have assumed
that we can arbitrarily eliminate one or another
characteristic of a group. In experience,
however, this often proves inadmissible. As a rule
we find that the things which lack one of the characteristics
of a group will also lack a number of
other characteristics; in other words, that the characteristics
are not all independent of one another,
but that a certain number of them go together, so
that they are present in a thing either in common
or not at all.
This case, however, can be referred to the general
one first described, by treating the characteristics
belonging together as being one characteristic,
so that the group is defined solely by the independent
characteristics. Then, according to the definition,
we can, without losing our connection with experience,
carry out that formal manifoldness of all
possible related groups which yields what is called
a classification of the corresponding things.
If for the determination of a group a definite
number of independent characteristics is taken, say,
a, b, c, d, and e, then we have at first the narrowest
or poorest group abcde. By the elimination of one
characteristic we obtain the five groups, bcde, acde,
abde, abce, and abcd. If we omit one other characteristic
we get ten different groups abc, abd, abe,
acd, ace, ade, bcd, bce, bde, cde. Likewise, there
are ten groups with two characteristics each, and
finally five groups with one characteristic each. All
these groups are related. There is a science, the
Theory of Combinations, which gives the rules by
which, in given elements or characteristics, the kind
and number of the possible groups can be found.
The theory of combinations enables us to obtain a
complete table and survey of all possible complex
concepts which can be formed from given simple
ones (whether they be really elementary concepts,
or only relatively so). When in any field of science
the fundamental concepts have been combined in
this manner, a complete survey can be had of all the
possible parts of this science by means of the theory
of combinations.
In order to present this process vividly to our
minds, let us take as an example the science of the
chemical combination of substances which form an
important part of chemistry. There are about
eighty elements in chemistry, and this science has
to treat of
a) each of the eighty elements by itself
b) all substances containing two elements and no more
c) all substances containing three elements
d, e, f, etc.) the substances containing four, five, and six, etc., elements,
until finally we reach a group (not existing in experience)
embracing substances formed of all the
elements. That there is no such substance in the
present scope of human knowledge has, of course,
no significance for the structure of the scheme.
What is significant is the fact that the scheme really
embraces and arranges all possible substances in
such a way that we cannot conceive of any case in
which a newly discovered substance cannot after
examination immediately be classed with one of the
existing groups.
To cite an example from another science.
Physics, it will be recalled, may be considered to be
the science of the different kinds of energy. This
science, accordingly, is divided first into the study
of the properties of each energy, and then into the
study of the relations of two energies, of three
energies, of four energies, etc. Here, too, we may
say that in the end there can be no physical phenomenon
which cannot be placed in one of the groups so
obtained.
Of course, neither in chemistry nor in physics
does this mean that each new case will fall within
the scheme obtained by the exhaustive combination
of elementary concepts (whether chemical elements
or kinds of energy) known at the time. It is quite
possible that a new thing under investigation contains
a new elementary concept, so that on account
of it the scheme must be enlarged through the embodiment
of this new element. But simultaneously
a corresponding number of new groups appear in
the scheme, and the investigator's attention is directed
to the fact that he still has a reasonable prospect,
in favorable circumstances, of discovering
these new things also. Thus combinatory schematization
serves not only to bring the existing content
of science into such order that each single thing has
its assigned place, but the groups which have thereby
been found to be vacant, to which as yet nothing of
experience corresponds, also point to the places in
which science can be completed by new discoveries.
From the above presentation it is apparent how
from the two concepts "thing" and "association"
alone a great manifoldness of various and regular
forms can be developed. They are purely empirical
relations, for the fact that several things can be
combined in the graded series described above according
to a fixed rule does not follow merely from
the two concepts, but must be experienced. But, on
the other hand, both concepts are so general that the
experiences obtained in some cases can be applied to
all possible experiences and may serve the purpose
of classifying and making a general survey of
them.
The above statements, however, have by no means
exhausted the possibilities. For it has been tacitly
assumed that in the combination of several things
the sequence according to which this combination
takes place should not condition a difference of the
result. This is true of a number of things, but not
of all. In order, therefore, to exhaust the possibilities
the theory of combinations must be extended
also to cases in which the sequence is to be taken
account of, so that the form ab is regarded as different
from ba.
We will not undertake to work out the results of
this assumption. It is obvious that the manifoldness
of the various cases is much greater than if we
neglect the sequence. On this point we have one
more observation to make, that further causes for
diversity exist. It is true that a chemical combination
is not influenced by the sequence in which its
elements enter the combination, but there do occur
with the same elements differences in their quantitative
relations, and thereby a new complexity is introduced
into the system, so that two or more
similar elements can form different combinations
according to the difference in the quantitative relations.
Still, even with this, the actual manifoldness
is not exhausted, for from the same elements
and with the same quantitative relations there can
arise different substances called isomeric, which, for
all their similarity, possess different energy contents.
But the first scheme is not demolished, nor
does it become impracticable because of this increase
of manifoldness. What simply happens is that several
different things instead of one appear in the
same group of the original scheme, the systematic
classification of which necessitates a further
schematization by the use of other characteristics.
Since we
have started from the proposition that all members
of a group are different from one another, we have
perfect liberty to arrange them. The most obvious
arrangement according to which some one definite
member is followed by a single other member and
so forth (as, for example, the arrangement of the
letters of the alphabet) is by no means the only mode
of arrangement, though it is the simplest. Besides
this linear arrangement, there is also, for instance,
the one in which two new members follow simultaneously
upon each previous one, or the members
may be disposed like a number of balls heaped up
in a pyramid. However, we shall not have much
occasion to occupy ourselves with these complex
types of arrangement, and can therefore limit our
considerations at first to the simplest, that is, to the
linear arrangement.
This simplest of all possible forms expresses itself
in the fact that the immediately experienced things
of our consciousness are arranged in this way. In
point of fact, the contents of our consciousness proceed
in linear order, one single new member always
attaching itself to an existing member. This law,
however, is not strictly and invariably adhered to.
It sometimes happens that our consciousness continues
for a while to pursue the direction of thought
it has once taken, although a branching off had already
taken place at a former point, at which a new
chain of thought had begun. Nevertheless, one of
these chains usually breaks off very soon, and the
linear character of the inner experience is immediately
restored. Of certain specially powerful intellects
it is recorded that they could keep up several
lines of thought for a considerable length of time—Julius
Cæsar, for instance.
The biologic peculiarity here mentioned of the
linear juxtaposition of the contents of our consciousness
has led to the concept of time, which has
been appropriately called a form of inner life. That
all our experiences succeed each other in time is
equivalent to saying that our thought processes represent
a group in linear arrangement. As appears
from the above observations, this is by no means an
absolute form, unalterable for all times. On the
contrary, a few highly developed individuals have
already begun to emancipate themselves from it.
But the existing form is so firmly fixed through
heredity and habit that it still seems impracticable
for most men to imagine the succession of the inner
experiences in a different way than by a line or by
one dimension. Since, on the other hand, we have
all learned to feel space as tri-dimensional, although
optically it appears to possess only two dimensions
(we see length and breadth, and only infer thickness
from secondary characteristics), we come to
recognize that the linear form by which we represent
the succession of our experiences is a matter
of adaptation, and that because the change has been
extremely slight in the course of centuries it produces
the impression of being unalterable.[D]
These discussions lead to a further difference
that can exist in groups of linear arrangement.
While in the first example we chose, the alphabet,
the sequence was quite arbitrary, since any other
sequence is just as possible, the same cannot be said
of experiences into which the element of time enters.
These are not arbitrary, but are arranged by
special circumstances depending upon the aggregate
of things which co-operate in the given experiences.
While, therefore, a group with free members,
that is, members not determined in their arrangement
by special circumstances, can be brought into
linear order in very different ways, there are groups
in which only one of those orders actually occurs.
We see at once that in free groups the number of
different orders possible is the greater, the greater
the group itself. The theory of combinations
teaches how to calculate these numbers which play
a very important rôle in the various provinces of
mathematics. The naturally ordered groups always
represent a single instance out of these possibilities,
the source of which always lies outside the group
concept, that is, it proceeds from the things themselves
which are united into a group.
An especially important group in
the linear order is that of the integral numbers. Its
origin is as follows:
First we abstract the difference of the things
found in the group, that is, we determine, although
they are different, to disregard their differences.
Then we begin with some member of the group and
form it into a group by itself. It does not matter
which member is chosen, since all are regarded as
equivalent. Then another member is added, and
the group thus obtained is again characterized as a
special type. Then one more member is added,
and the corresponding type formed, and so on. Experience
teaches that never has a hindrance arisen
to the formation of new types of this kind by the
addition of a single member at a time, so that the
operation of this peculiar group formation may be
regarded as unlimited or infinite.
The groups or types thus obtained are called the
integral numbers. From the description of the
process it follows that every number has two neighbors,
the one the number from which it arose by
the addition of a member, and the other the number
which arose from it by the addition of a member.
In the case of the number one with which the series
begins, this characteristic is present in a peculiar
form, the preceding group being group zero, that is,
a group without content. This number in consequence
reveals certain peculiarities into which we
cannot enter here.
Now, according to a previous observation
(p. 64), not only does the order bring every number
into relation with the preceding one, but since this
last for its part already possesses a great number
of relations to all preceding, these relations exert
their influence also upon the new relation. This
fact gives rise to extraordinarily manifold relations
between the various numbers and to manifold laws
governing these relations. The elucidation of them
forms the subject of an extensive science.
From this regular form of the number series
numerous special characteristics can be established.
The investigations leading to the discovery of these
characteristics are purely scientific, that is, they have
no special technical aim. But they have the uncommonly
great practical significance that they provide
for all possible arrangements and divisions of
numbered things, and so have instruments at hand
ready for application to each special case as it
arises. I have already pointed out that in this
lies the positive importance of the theoretical sciences.
For practical reasons the study of them
must be as general as possible. This science is
called arithmetic.
Arithmetic undergoes an important generalization
if the individual numbers in a calculation are
disregarded and abstract signs standing for any
number at all are used in their place. At first
glance this seems superfluous, since in every real
numerical calculation the numbers must be reintroduced.
The advantage lies in this, that in calculations
of the same form, the required steps are formally
disposed of once for all, so that the numerical
values need be introduced only at the conclusion and
need not be calculated at each step. Moreover, the
general laws of numerical combination appear much
more clearly if the signs are kept, since the result
is immediately seen to be composed of the participating
members. Thus, algebra, that is, calculation
with abstract or general quantities, has developed as
an extensive and important field of general mathematics.
By the theory of numbers we understand the most
general part of arithmetic which treats of the properties
of the "numerical bodies" formed in some
regular way.
So far our discussion has
confined itself to the individual groups and to the
properties which each one of them exhibits by itself.
We shall now investigate the relations which exist
between two or more groups, both with regard to
their several members and to their aggregate.
If at first we have two groups the members of
which are all differentiated from one another, then
any one member of the one group can be co-ordinated
with any one member of the other group. This
means that we determine that the same should be
done with every member of the second group as is
done with the corresponding member of the first
group. That such a rule may be carried out we
must be able to do with the members of all the
groups whatever we do with the members of one
group. In other words, no properties peculiar to
individual members may be utilized, but only the
properties that each member possesses as a member
of a group. As we have seen, these are the properties
of association.
First, the co-ordination is mutual, that is, it is immaterial
to which of the two groups the processes
are applied. The relation of the two groups is
reciprocal or symmetrical.
Further, the process of co-ordination can be extended
to a third and a fourth group and so on,
with the result that what has been done in one of
the co-ordinated groups must happen in all. If
hereby the third group is co-ordinated with the
second, the effects are quite the same as if it were
co-ordinated directly with the first instead of indirectly
through the second. And the same is true
for the fourth and the fifth groups, etc. Thus, co-ordination
can be extended to any number of groups
we please, and each single group proves to be co-ordinated
with every other.
Finally, a group can be co-ordinated with itself,
each of its members corresponding to a certain
definite other member. It is not impossible that
individual members should correspond to themselves,
in which case the group has double members,
or double points. The limit-case is identity, in
which every member corresponds to itself. This
last case cannot supply any special knowledge in itself,
but may be applied profitably to throw light
on those observations for which it represents the extreme
possibility.
If we have two groups A and
B, and if we co-ordinate their members severally,
three cases may arise. Either group A is exhausted
while there are members remaining in B, or B is
exhausted before A, or, finally, both groups allow
of a mutual co-ordination of all their members. In
the first case A is called, in the broader sense of the
word, smaller than B, in the second B is called
smaller than A, in the third the two groups are said
to be of equal magnitude. The expression, "B is
greater than A," is equivalent to the expression, "A
is smaller than B," and inversely.
It is to be noted that the relations mentioned
above are true, whether the members are considered
as individually different from one another or
whether the difference of the members is disregarded,
and they are treated as alike. This comes
from the fact that every definite co-ordination of a
group can be translated into every other possible co-ordination
by exchanging two members at a time in
pairs. Since in this process one member is each
time substituted for another, and a gap therefore can
never occur in its place, the group in the new arrangement
can be co-ordinated with the other group
as successfully as in the old arrangement. At the
same time we learn from this that in every co-ordination
of a group with itself, independently of the
arrangement of its members, it must prove equal to
itself.
By carrying out the co-ordination proof is further
supplied of the following propositions:
|
{ |
greater than |
} |
| If group A is |
equal to |
group B |
|
smaller than |
|
{ |
greater than |
} |
| and group B is |
equal to |
group C |
|
smaller than |
|
{ |
greater than |
} |
| then group A is |
equal to |
group C |
|
smaller than |
From this it follows that any collection of finite
groups whatsoever, of which no one is equal to the
other, can always be so arranged that the series
should begin with the smallest and end with the
greatest, and that a larger should always follow a
smaller. This order would be unequivocal, that is,
there is only one series of the given groups which
has this peculiarity. As we shall soon see, the
series of integers is the purest type of a series so arranged.
In comparing two infinitely large groups by co-ordination,
it may be said on the one hand that never
will one group be exhausted while the other still
contains members. Accordingly, it is possible to
designate two unlimited or infinite groups (or as
many such groups as we please) as equal to each
other. On the other hand, the statement that in
both groups each member of the one is co-ordinated
with a member of the other has no definite meaning
on account of the infinitely large number of members.
The definition of equality is therefore not
completely fulfilled, and we must not loosely apply
a principle valid for finite groups to infinite groups.
This consideration, which may assume very different
forms according to circumstances, explains
the "paradoxes of the infinite," that is, the contradictions
which arise when concepts of a definite
content are applied to cases possessing in part a different
content. If we wish to attempt such an application,
we must in each instance make a special
investigation as to the manner in which the relations
on their part change by the change of those
contents (or premises). As a general rule we must
expect that the former relations will not remain
valid in these circumstances without any change at
all.
In the course of these observations we have
learned how co-ordination can be used for obtaining
a number of fundamental and multifariously
applied principles. From this alone the great importance
of co-ordination is evident, and later we
shall see that its significance is even more far-reaching.
The entire methodology of all the sciences
is based upon the most manifold and many-sided
application of the process of co-ordination,
and we shall have occasion to make use of it repeatedly.
Its significance may be briefly characterized
by stating that it is the most general means
of bringing connection into the aggregate of our
experiences.
The group of integral numbers,
because of its fundamental simplicity and regularity,
is by far the best basis of co-ordination. For
while arithmetic and the theory of numbers give
us a most thorough acquaintance with the peculiarities
of this group, we secure by the process of co-ordination
the right to presuppose these peculiarities
and the possibility of finding them again in every
other group which we have co-ordinated with the
numerical group. The carrying out of such co-ordination
is called counting, and from the premises
made it follows that we can count all things in so
far as we disregard their differences.
We count when we co-ordinate in turn one member
of a group after another with the members of
the number series that succeed one another until
the group to be counted is exhausted. The last
number required for the co-ordination is called the
sum of the members of the counted group. Since
the number series continues indefinitely, every given
group can be counted.
Numerals have been co-ordinated with names as
well as with signs. The former are different in
the different languages, the latter are international,
that is, they have the same form in all languages.
From this proceeds the remarkable fact that the
written numbers are understood by all educated
men, while the spoken numbers are intelligible only
within the various languages.
The purpose of counting is extremely manifold.
Its most frequent and most important application
lies in the fact that the amount affords a measure for
the effectiveness or the value of the corresponding
group, both increasing and decreasing simultaneously.
A further number serves as a basis for
divisions and arrangements of all kinds to be carried
out within the group, whereby liberal use is
made of the principle that everything that can be
effected in the given number group can also be effected
in the co-ordinated counted group.
The co-ordination of
names and signs with numbers calls for a few general
remarks on co-ordination of this nature.
The possibility of carrying out the formal operations
effected in one of the groups upon the co-ordinated
group itself facilitates to an extraordinary
extent the practical shaping of the reality for
definite purposes. If by counting we have ascertained
that a group of people numbers sixty, we
can infer without actually executing the steps that
it is possible to form these men in six rows of ten,
or in five rows of twelve, or in four rows of fifteen,
but that we cannot obtain complete rows if we try
to arrange them in sevens or elevens. These and
numberless other peculiarities we can learn of the
group of men from its amount, that is, from its co-ordination
with the numerical group of sixty. In
co-ordination, therefore, we have a means of acquainting
ourselves with facts without having to
deal directly with the corresponding realities.
It is clear that men will very soon notice and
avail themselves of so enormous an advantage for
the mastery and shaping of life. Thus, we see the
process of co-ordination in general use among the
most primitive men. Even the higher animals
know how to utilize co-ordination consciously.
When the dog learns to answer to his name, when
the horse responds to the "Whoa" and the "Gee"
of his driver there is in each case a co-ordination
of a definite action or series of actions, that is, of a
concept with a sign, or, in other words, of a concept
with a member of another group; and in this
there need not be the least similarity between the
things co-ordinated with each other. The only requirement
is that on the one hand the co-ordinated
sign should be easily and definitely expressed and be
to the point, and that, on the other hand, it should be
easily "understood," that is, comprehended by the
senses and unmistakably differentiated from other
signs co-ordinated with other things.
Thus, we find that the most frequent concepts of
co-ordinated sound signs form the beginnings of
language in the narrower sense. It is very difficult
to ascertain for what reasons the particular forms
of sound signs have been chosen, nor is it a matter
of great importance. In the course of time the
original causes have disappeared from our consciousness
and the present connection is purely external.
This is evident from the enormous difference
of languages in which hundreds of different
signs are employed for the same concept.
Now it would be quite possible to solve the problem
of co-ordinating with each group of concepts a
corresponding group of sounds, so that each concept
should have its own sound, or, in other words,
that the co-ordination should be unambiguous. It
would not by any means be beyond human power to
accomplish this, if it were not for the fact that the
concepts themselves are still in so chaotic a state
as they are at present. We have seen that the attempts
of Leibnitz and Locke to draw up a system
of concepts, if only in broad outline, have undergone
no further development since. Even the most regulated
concepts as well as the familiar concepts of
daily life are in ceaseless flux, while the co-ordinated
signs are comparatively more stable. But they,
too, undergo a slow change, as the history of languages
shows, and in accordance with quite different
laws from those which govern the change of concepts.
The consequence is that in language the co-ordination
of concepts and words is far from being
unambiguous. The science of language designates
the presence of several names for the same concept
and of several concepts for the same name by
the words synonym and homonym. These forms,
which have arisen accidentally, signify so many
fundamental defects of language, since they destroy
the principle of unambiguity upon which language
is based. In consequence of the false conception
of its nature we have until now positively shrunk
from consciously developing language in such a way
that it should more and more approach the ideal of
unambiguity. Such an ideal is in fact scarcely
known, much less recognized.
Sound signs, to be
sure, possess the advantage of being produced easily
and without any apparatus, and of being communicable
over a not inconsiderable distance. But they
suffer under the disadvantage of transitoriness.
They suffice for the purpose of temporary understanding
and are constantly being used for that.
If, on the other hand, it is necessary to make communications
over greater distances or longer periods
of time, sound signs must be replaced by more permanent
forms.
For this we turn to another sense, the sense of
sight. Since optic signs can travel much greater
distances than sound signs without becoming indistinguishable,
we first have the optical telegraphs,
which find application, though rather limited application,
in very varying forms, the most efficient
being the heliotrope. The other sort of optic signs
is much more generally used. These are objectively
put on appropriate solid bodies, and last and are understood
as long as the object in question lasts.
Such signs form the written language in the widest
sense, and here, too, it is a question of co-ordinating
signs and concepts.
What I have said concerning the very imperfect
state of our present concept system is true also of
these two groups. On the other hand, the written
signs are not subject to such great change as the
sound signs, because the sound signs must be produced
anew each time, whereas the written signs
inscribed on the right material may survive hundreds,
even thousands of years. Hence it is that
the written languages are, upon the whole, much
better developed than the spoken languages. In
fact, there are isolated instances in which it may
be said that the ideal has well-nigh been reached.
As we have already pointed out, such a case is
furnished by the written signs of numbers. By a
systematic manipulation of the ten signs 0 1 2 3 4 5
6 7 8 9 it is not only possible to co-ordinate a written
sign with any number whatsoever, but this co-ordination
is strictly unambiguous, that is, each
number can be written in only one way, and each
numerical sign has only one numerical significance.
This has been obtained in the following manner:
First, a special sign is co-ordinated to each of
the group of numbers from zero to nine. The
same signs are co-ordinated with the next group,
ten to nineteen, containing as many numbers as the
first. To distinguish the second from the first
group, the sign one is used as a prefix. The third
group is marked by the prefixed sign two, and so
on, until we reach group nine. The following
group, in accordance with the principle adopted, has
as its prefix the sign ten, which contains two digits.
All the succeeding numbers are indicated accordingly.
From this the following result is assured:
First, no number in its sequence escapes designation;
second, never is an aggregate sign used for two or
more different numbers. Both these circumstances
suffice to secure unambiguity of co-ordination.
It is known that the system of rotation just described
is by no means the only possible one. But
of all systems hitherto tried it is the simplest and
most logical, so that it has never had a serious rival,
and the clumsy notation with which the Greeks and
Romans had to plague themselves in their day was
immediately crowded out, never to return again
upon the introduction of the Indo-Arabic notation,
which has made its way in the same form among all
the civilized nations and constitutes a uniform part
of all their written languages.
The comparison of the spoken and the written
languages offers a very illuminating proof of the
much greater imperfection of the language of
words. The number 18654 is expressed in the English
language by eighteen thousand six hundred and
fifty-four, that is, the second figure is named first,
then the first, the third, the fourth, and the fifth.
In addition, four different designations are used to
indicate the place of the figures, -teen, -thousand,
-hundred, and -ty. A more aimless confusion can
scarcely be conceived. It would be much clearer
to name the figures simply in their sequence, as
one-eight-six-five-four. Besides, this would be unambiguous.
If we should desire to indicate the
place value in advance, we could do so in some conventional
way, for example, by stating the number
of digits in advance. This, however, would be
superfluous, and ordinarily should be omitted.[E]
There are
two possibilities for co-ordination between concepts
and written signs. Either the co-ordination is direct,
so that it is only a matter of providing every
concept with a corresponding sign, or it is indirect,
the signs serving only the purpose of expressing the
language sound. In the latter case the written language
is based entirely upon the sound language,
and the only problem, comparatively easy to solve,
is to construct an unambiguous co-ordination between
sound and sign. The Chinese script follows
the direct process, but all the scripts of the European-American
civilized peoples are based on the indirect
process.
This, it is true, is the case only in ordinary, non-scientific
language, while for science the European
nations also have to a large extent built up a direct
concept writing. One example of this we have
seen in the number signs. Musical notation furnishes
another instance, though by far not so perfect.
The use of the different keys destroys the
unambiguous connection between the pitch and the
note sign, and the signatures placed at the beginning
of a whole staff have the defect of removing the
sign from the place where it is applied. Despite
this imperfection musical notation is quite international,
and every one who understands European
music also understands its signs.[F]
Fundamentally we need not hesitate to recognize
in concept writing or pasigraphy a more complete
solution of the problem of sign arrangement.
Even the very incomplete Chinese pasigraphy renders
possible written intercourse, especially for mercantile
purposes, between the various East-Asiatic
peoples who speak some dozens of different languages.
But each language community translates
the common signs into its own words, just as we do
in the case of the number signs. But in order that
such a system of representation should be complete
it must fulfil a whole series of conditions for
which scarcely a remote possibility is to be discerned
at present.
At first the concepts could simply be taken as
found in the words and grammatical forms of the
various languages, and each one provided with an
arbitrary sign. Such approximately is the Chinese
system. But a system of that sort entails an extreme
burdening of the memory, which results both
from the great number of words and from the necessity
of keeping the signs within certain bounds of
simplicity. If we consider that the complex concepts
are formed according to laws, to a large extent
still unknown, from a relatively small number
of elementary concepts, we may attempt to build
up the signs of the complex concepts by the combination
of those of the elementary concepts according
to corresponding rules. Then it would
only be necessary to learn the signs for the elementary
concepts and the rules of combination in
order for us to be able to represent all the possible
concepts. This would provide even for the natural
enlargement of the concept world, since every new
elementary concept would receive its sign and would
then serve as the basis from which to deduce all
the complex concepts dependent upon it. In fact,
even should a concept hitherto regarded as elementary
prove to be complex, it would not be difficult
to declare that its sign, like the name of an
extinct race, is dead, and after the lapse of sufficient
time to use it for other purposes.
The numerical signs offer an excellent example
for the elucidation of this subject, and at the same
time serve as a proof that in limited provinces the
ideal has already been attained. Another very instructive
example is furnished by the chemical
formulas, which, though they use the letters of the
European languages, do not associate with them
sound concepts, but chemical concepts. Since the
chemical concepts are co-ordinated with certain letters,
it is possible, in the first place, to denote the
composition of all combinations qualitatively by the
combination of the corresponding letters. But since
quantitative composition proceeds according to
definite relations which are determined by a variety
of specific numbers peculiar to each element and
called its combining weight, we need only add to
the sign of the element the concept of the combining
weight in order to represent in the second place
the quantitative composition. Further, the multiples
mentioned can also be given. Since, moreover,
there are various substances which, despite
equal composition, possess different properties, the
attempt has been made to express this new manifoldness
by the position of the element signs on
the paper, and in more recent times also by space
representation. And here, too, rules have been
worked out in which the scheme affords a close approach
to experience. This example shows how, by
the constant increase of the complexity of a concept
(here the chemical composition), ever greater
and more manifold demands are made upon the co-ordinated
scheme. The form of expression first
chosen is not always adequate to keep pace with the
progress of science. In this case it must be radically
changed and formed anew to meet the new demands.
In point of unambiguity of
co-ordination phonetic writing is far more imperfect
than concept writing. It is obvious that in
phonetic writing all the faults already present in
the co-ordination between concept and sound are
transferred to the written language. To these are
added the defects as regards unambiguity occurring
in co-ordination between sound and sign from which
no language is free. In some languages, in fact,
notably in English, these defects amount to a crying
calamity. The principle of unambiguity would
require that there should never be a doubt as to the
way in which a spoken word is written, and as little
doubt as to the way in which a written word is
spoken. It needs no proof to show how often the
principle is violated in every language. In the German
language the same sound is represented by f, v,
and ph; in the English by f and ph. And in both
German and English quite different sounds are associated
with c, g, s, and other letters. The fact
that orthographic mistakes can be made in the writing
of any language is direct proof of its imperfection,
and the oftener this possibility occurs the more
imperfect is the language in this respect. We know
that the spelling reforms begun in Germany more
than ten years ago and recently in America and
England, have for their object unambiguity in the
co-ordination between sign and sound. Still it
must be admitted that this tendency has not always
been pursued undeviatingly. A few innovations, in
fact, undoubtedly represent a step backward.
A comparison of
our investigations—which we cannot present in detail
but only indicate—with the science of language
or philology as taught in the universities and in a
great number of books, reveals a great difference
between them. This academic philology makes a
most exhaustive study of relations, which from the
point of view of the purpose of language are of no
consequence whatever, such as most of the rules and
usages of grammar. A study of this sort must naturally
confine itself to a mere determination of
whether certain individuals or groups of individuals
have or have not conformed to these rules. Even
the chief subject of modern comparative philology,
the study of the relations of the word forms to one
another and their changes in the course of history,
both within the language communities and when
transferred to other localities, appear to be quite
useless from the point of view of the theory of co-ordination.
For it is indeed of little moment to us
to learn by what process of change, as a rule utterly
superficial, a certain word has come to be co-ordinated
with a concept entirely different from the
one with which it had been previously co-ordinated.
Of incomparably greater importance would be investigations
concerning the gradual change of the
concepts themselves, although by no means as important
as the real study of concepts. To be sure,
such investigations are much more difficult than the
study of word forms set down in writing.
Nevertheless, on account of a historical process,
which it would lead us too far afield to discuss, an
idea of such word investigations has been formed
which is wholly disproportionate to their importance.
And if we ask ourselves what part such
labors have taken in the progress of human civilization,
we are at a loss for an answer. Students of
the science of language make a sharp distinction
between it and the knowledge of language, which
is regarded as incomparably lower. But while a
knowledge of language is important in at least one
respect, in that it presents to us the cultural material
set down in other languages, or makes them
accessible in translation to those who do not know
foreign languages, philology is of no service in
this respect at all, and the pursuit of it will seem
as inconceivably futile to future science as the
scholasticism of the middle ages seems to us now.
The unwarranted importance attached to the historical
study of language forms is paralleled by the
equally unwarranted importance ascribed to grammatical
and orthographic correctness in the use of
language. This perverse pedantry has been carried
to such lengths that it is considered almost dishonorable
for any one to violate the usual forms of
his mother tongue, or even of a foreign language,
like the French. We forget that neither Shakespeare
nor Luther nor Goethe spoke or wrote a
"correct" English or German, and we forget that it
cannot be the object of a true cultivation of language
to preserve as accurately as possible existing
linguistic usage, with its imperfections, amounting
at times to absurdities. Its real object lies rather in
the appropriate development and improvement of
the language. We have already mentioned the fact
that in one department, orthography, the true conception
of the nature of language and of its development
is gradually beginning to assert itself. Among
most nations efforts are being made to improve
orthography with a view to unambiguity, and when
once sufficient clearness is had as to the object aimed
for in spelling, there will be no special difficulty in
finding the required means to attain it.
But in all the other departments of language we
are still almost wholly without a conception of the
genuine needs. Though the example of the English
language proves that we can entirely dispense
with the manifold co-ordinations in the same
sentence as appearing in the special plural forms of
the adjective, verb, pronoun, etc., yet the idea of
consciously applying to other languages the natural
process of improvement unconsciously evolved in the
English language seems not to have occurred even
to the boldest language reformers. So strongly are
we all under the domination of the "schoolmaster"
ideal, that is to say, the ideal of preserving every
linguistic absurdity and impracticability simply because
it is "good usage."
A twofold advantage will have been attained by
the introduction of a universal auxiliary language
(183). Recently the efforts in that direction have
made considerable progress. In the first place it will
provide a general means of communication in all matters
of common human interest, especially the sciences.
This will mean a saving of energy scarcely to
be estimated. In the second place, the superstitious
awe of language and our treatment of it will give
way to a more appropriate evaluation of its technical
aim. And when by the help of the artificial auxiliary
language, we shall be able to convince ourselves
daily how much simpler and completer such a language
can be made than are the "natural" languages,
then the need will irresistibly assert itself
to have these languages also participate in its advantages.
The consequences of such progress to
human intellectual work in general would be extraordinarily
great. For it may be asserted that
philosophy, the most general of all the sciences, has
hitherto made such extremely limited progress only
because it was compelled to make use of the medium
of general language. This is made obvious by the
fact that the science most closely related to it,
mathematics, has made the greatest progress of all,
but that this progress began only after it had procured
both in the Indo-Arabic numerals and in the
algebraic signs a language which actually realizes
very approximately the ideal of unambiguous co-ordination
between concept and sign.
Up to this point our discussions
have been based on the general concept of the
thing, that is, of the individual experience differentiated
from other experiences. Here the fact of
being different, which, as a general experience, led
to the corresponding elementary concept, appeared
in the foreground in accordance with its generality.
But in addition to it there is another general fact of
experience, which has led to just as general a concept.
It is the concept of continuity.
When, for example, we watch the diminution of
light in our room as it grows dark in the evening,
we can by no means say that we find it darker at
the present moment than a moment before. We require
a perceptibly long time to be able to say with
certainty that it is now darker than before, and
throughout the whole time we have never felt the
increase of darkness from moment to moment, although
theoretically we are absolutely convinced
that this is the correct conception of the process.
This peculiar experience, our failure to perceive
individual parts of a change, the reality of which
we realize when the difference reaches a certain degree,
is very general, and, like memory, is based
upon a fundamental physiological fact. It has already
been noted by Herbart, but its significance
was first recognized by Fechner, and has since then
become generally known in physiology and psychology
under the name of threshold. Next to memory
the threshold determines the fundamental lines of
our psychic life.
The threshold therefore means that whatever
state we are in a certain finite amount of difference
or change must be stepped over before we can perceive
the difference or change. This peculiarity appears
in all our states or experiences. We have already
given an example for the phenomena of light
and darkness. The same is true of differences in
color and of our judgments as to tone pitch and
tone strength. Even the transition from feeling
well to feeling ill is usually imperceptible, and it is
only when the change occurs in a very brief time
that we become conscious of it.
The physical causes of these psychic phenomena
need be indicated only in brief. In all our experiences
an existing chemico-physical state in our
sense organs and in the central organ undergoes a
change. Now experiments with physical apparatus
have shown that such a process always requires a
finite, though sometimes a very small, quantity of
work, or, generally speaking, energy, before it can
be brought about at all. Even the finest scale, sensitive
to a millionth of a gram, remains stationary
when only a tenth of a millionth is placed upon it,
although we can see a body of such minute weight
under the microscope. In the same way it requires
a definite expenditure of energy in order to bring
the sense organs, or the central organ, into action,
and all stimuli less than this limit or threshold produce
no experience of their presence.
By this the difficult concept of continuity is
evoked in our experience. The transition from the
light of day to the darkness of evening proceeds continuously,
that is, at no point of the whole transition
do we notice that the state just passed is different
from the present one, while the difference over a
wider extent of the experience is unmistakable. If
we wish to bring vividly to our minds the contradiction
to other habits of thought which this involves,
we need only to represent to ourselves the following
instance. I will compare the thing A at a certain
time with the thing B, which is so constructed that
though objectively different from A, the difference
has not yet reached the threshold. From experience,
therefore, I must take A to be equal to B.
Then I compare B with a thing C, which is objectively
different from B in the same way as A is
from B, though here, too, the difference is still
within the threshold, though very near it. I shall
also have to take B as equal to C. But now if I
compare A directly with C, the sum of the two differences
oversteps the threshold value, and I find
that A is different from C. This, then, is a contradiction
of the fundamental principle that if A = B
and B = C, A = C. This principle is valid for counted
things, which, in consequence, are discontinuous, but
not for continuous things susceptible by our senses.
If in spite of this it is applied to continuous things
or magnitudes in the narrower sense, we must bear
in mind that it is just as much a case of an extrapolation
to the non-existing ideal instance (p. 46) as
in the case of the other general principles, which,
though they are derived from experience, nevertheless,
for practical purposes, transcend experience in
their use.
The examples cited above prove also that these
relations are by no means confined to the judgments
we derive on the basis of immediate sensations.
When by means of the scale we compare three
weights, the differences of which lie within the limit
of its sensitiveness but approach closely to it, we
can arrive in a purely empirical and objective way
also at the contradiction A = B, B = C, but A ≠ C. In
weight and measurement, therefore, we hold fast to
the principle that the relations cited have no claim
to validity outside the limit of their possible errors.
Accordingly, though the non-equation of
A ≠ C can be observed, the difference of both values
cannot be greater than at utmost the sum of the two
threshold values.
These considerations also give us a means of appraising
the oft-repeated statement that in contradistinction
to the physical laws the mathematical
laws are absolutely accurate. The mathematical
laws do not refer to real things, but to imaginary
ideal limit cases. Consequently they cannot be
tested by experience at all, and the demands science
makes on them lie in quite a different sphere. Their
nature must be such that experience should approximate
them infinitely, if certain definite well-known
postulates are to be more and more fulfilled, and
that the various abstractions and idealizations
should be so chosen as not to contradict one another.
Such contradictions have by no means always
been avoided. But we must not regard them
as inherent in the inner organization of our mind,
as Kant did. These contradictions spring from
careless handling of the concept technique, by which
postulates elsewhere rejected are treated as valid.
We have already come across an instance of such
relations in the application of the concept of equality
to unlimited groups (p. 84).
We must be guided by the same rules of precaution
in answering the question whether the things felt
as continuous—for example, space and time—are
"truly" continuous, or whether in the last analysis
they must not be conceived of as discontinuous. The
various sense organs, and still more, the various
physical apparatus with which we examine given
states, are of very varying degrees of "sensibility,"
that is, the threshold for distinguishing the differences
may be of very different magnitudes. Therefore,
a thing which is discontinuous for a sensitive
apparatus will behave as if it were continuous with a
less sensitive apparatus. Accordingly, we shall find
so many the more things continuous the less sharply
developed our ability is to differentiate.
While this circumstance makes it possible that
we should regard discontinuous things as continuous,
time relations in certain circumstances produce
the opposite effect. Even if in a process the change
is continuous but very rapid, and the new state remains
unchanged for a certain time, we easily conceive
of this sequence as discontinuous. We cannot
resist this view of the process when the change occurs
in a shorter time than the threshold time of
our mind for each step in the process. But since
this threshold changes with our general condition,
one and the same process can appear to us both continuous
and discontinuous according to circumstances.
Here, therefore, we have a cause through
the operation of which, with advancing knowledge,
more and more things will become recognized as
continuous.
Now if we turn to experience, we find, as the
sum total of our knowledge, that for the sake of
expediency we approach everything with the presumption
that it is continuous. This aggregate experience
finds its expression in such sayings as "Nature
makes no jumps," and similar proverbial generalizations.
But we must emphasize the fact once
more that in deciding matters in this way we deal
solely with questions of expediency, not with questions
of the nature of our mental capacity.
Measuring is in a certain way
the opposite of counting. While, in counting, the
things are regarded in advance as individual, and
the group, therefore, is a body compounded of discontinuous
elements, measuring, on the other hand,
consists in co-ordinating numbers with continuous
things, that is, in applying to continuous things a
concept formed upon the hypothesis of discontinuity.
It lies in the nature of such a problem that the difficulty
of adaptation must crop out somewhere in
the course of its attempted solution. This is actually
shown by the fact that measurement proves to
be an unconcluded and inconcludable operation. If,
in spite of this, measurement may and must justly
be denoted as one of the most important advances
in human thought, it follows that those fundamental
difficulties can practically be rendered harmless.
Let us picture to ourselves some process of measurement—for
example, the determination of the
length of a strip of paper. We place a rule divided
into millimeters (or some other unit) on the strip,
and then we determine the unit-mark at which the
strip ends. It turns out that the strip does not end
exactly at a unit-mark, but between two unit-marks.
And even if the rule is provided with divisions ten
or a hundred times finer, the case remains the same.
In most cases a microscopic examination will show
that the end of the strip does not coincide with a
division. All that can be said, therefore, is that
the length must lie between n and n + 1 units, and
even if a definite number is given, the scientifically
trained person will supplement this number by the
sign ± f, in which f denotes the possible errors, that
is, the limit within which the given number may be
false.
We see at once how the characteristic concept of
threshold, which has led to the conception of the
continuous, immediately asserts itself when in connection
with discontinuous numbers. The adaptation
of the threshold to numbers can be carried as
far as it is possible to reduce the threshold, but the
latter can never be made to disappear entirely.
The significance of measurement therefore lies
in the fact that it applies the operation of counting
with all its advantages (see p. 85) to continuous
things, which as such do not at first lend themselves
to enumeration. By the application of the unit measure
a discontinuity is at first artificially established
through dividing the thing into pieces, each piece
equal to the unit, or imagining it to be so divided.
Then we count the pieces. When a quantity of
liquid is measured with a liter this general process
is carried out physically. In all other less direct
methods of measurement the physical process is substituted
by an easier process equally good. Thus,
in the example of the strip of paper we need not
cut it up into pieces a millimeter in length. The
divided rule is available for comparing the length
of any number of millimeters that happen to come
under consideration, and we need only read off from
the figures on the rule the quantity of millimeters
equal to the length of the strip, in order to infer that
the strip can be cut up into an equal number of
pieces each a millimeter in length.
After it has been made possible to count continuous
things in this way, the numeration of them can
then be subjected to all the mathematical operations
first developed only for discrete, directly countable
things. When we reflect that our knowledge of
things has given them to us preponderatingly as
continuous, we at once see what an important step
forward has been made through the invention of
measurement in the intellectual domination of our
experience.
The concept of continuity
makes possible the development of another concept
of greater universality, which can be characterized
as an extension of the concept of causation (p. 31).
The latter is an expression of the experience, if A
is, B is also, in which A is understood to be a
definite thing at first conceived of as immutable.
Now it may happen that A is not immutable, but
represents a concept with continuously changing
characteristics. Then, as a rule, B will also be of
that nature, so that every special value or state of B
corresponds to every special value or state of A.
Here, in place of the reciprocal relation of two
definite things, we have the reciprocal relation of
two more or less extended groups of similar things.
If these things are continuous, as is assumed here
(and which is extremely often the case), both groups
or series, even though they are finite, contain an
endless quantity of individual cases. Such a relation
between two variable things is called a function.
Although this concept is used chiefly for the
reciprocal relation of continuous things, there is
nothing to hinder its application to discrete things,
and accordingly we distinguish between continuous
and discontinuous functions.
The intellectual progress involved in the conception
of the reciprocal relation of entire series or
groups to one another, as distinguished from the
conception of the relations between individual
things, is of the utmost importance and in the most
expressive manner characterizes the difference between
modern scientific thought and ancient
thought. Ancient geometry, for example, knew
only the cases of the acute, right, and obtuse angled
triangle, and treated them separately, while the modern
geometrician represents the side of the triangle
as starting from the angle zero and traversing the
entire field of possible angles. Accordingly, unlike
his colleague of old, he does not ask for the particular
principles bearing upon these particular
cases, but he asks in what continuous relation do
the sides and angles stand to one another, and he
lets the particular cases develop from out of one
another. In this way he attains a much profounder
and more effectual insight into the whole of the existing
relations.
It is in mathematics in especial that the introduction
of the concept of continuity and of the function
concept arising from it has exercised an extraordinarily
deep influence. The so-called Higher
Analysis, or Infinitesimal Analysis, was the first
result of this radical advance, and the Theory of
Functions, in the most general sense, was the later result.
This progress rests on the fact that the magnitudes
appearing in the mathematical formulas
were no longer regarded as certain definite values
(or values to be arbitrarily determined), but as
variable, that is, values which may range through
all possible quantities. If we represent the relation
between two things by the formula B = f(A),
expressed in spoken language by B is a function of
A, then in the old conception A and B are each individual
things, while in the modern conception A
and B represent an inexhaustible series of possibilities
embracing every conceivable individual case
that may be co-ordinated with a corresponding
case.
Herein lies the essential advantage of the concept
of continuity. It is true that it also introduces
into calculation the above-mentioned contradictions
which crop up in the ever-recurring discussions concerning
the infinitely great and the infinitely small.
The system introduced by Leibnitz of calculating
with differentials, that is, with infinitely small quantities,
which in most relations, however, still preserve
the character of finite quantities from which
they are considered to have been derived, has proved
to be as fruitful of practical results as it is difficult
of intellectual mastery. We can best conceive of
these differentials as the expression of the law of
the threshold, which law gave rise to, or made possible,
the relation between the continuous and the
discrete.
I have already shown (p. 34) how the first formulation
of a causal relation which experience yields
can be purified and elaborated by the multiplication
of the experience. The method described was
based upon the fact that the necessary and adequate
factors of the result were obtained by eliminating
successively from the "cause" the various
factors of which its concept was or could be compounded,
and by concluding from the result, that is,
the presence or absence of the "effect," as to the
necessity or superfluity of each factor.
Obviously the application of this process presupposes
the possibility of eliminating each factor
in turn. Very often it is not possible, and then
in place of the inadequate method of the individual
case the method of the continuous functional relation
steps in with its infinitely greater effectiveness.
If in most cases we cannot eliminate the factors one
by one, there are very few instances in which it is
not possible to change them, or to observe the result
in the automatically changed values of the factors.
But then we have the principle that for the causal relation
all such factors are essential the change of
which involves a change of the result.
It is clear that this signifies a generalization of
the former and more limited method. For the elimination
of the factor means that its value is reduced
to zero. But now it is no longer necessary to go to
this extreme limit; it suffices merely to influence in
some way the factor to be investigated.
It is true that here the difference in the result
cannot be expressed with a "yes" or a "no," as
before. It can only be said that it has changed
partly, more or less. From this it can be seen that
the application of this process requires more refined
methods of observation, especially for measuring,
that is, for determining values or magnitudes.
On the other hand, we must recognize how much
deeper we can penetrate into the knowledge of
things by the application of the measuring process.
Each advance in precision of measurement signifies
the discovery of a new stratum of scientific truth
previously inaccessible.
From the fact that
natural phenomena in general proceed continuously
we can deduce a number of important and generally
applicable conclusions which are constantly used
for the development of science.
When a relation of two continuously varying
values of the form A = f(B) is conjectured, we convince
ourselves of its truth by observing for different
values of A the corresponding values of B,
or reversely. If we find that changes in the one
correspond to changes in the other, the existence of
such a relation is proved, at first only for the observed
values, though we never hesitate to conclude
that for the values of A lying between the observed
values, but themselves not yet observed, the corresponding
values of B will also lie between the observed
values. For example, if the temperature
at a given place has been observed at intervals of
two hours, we assume without hesitancy that
in the hours between when no observations were
made, the values lie between the observed values.
If we indicate the time in the usual manner by horizontal
lines and the temperature for the general
periods of time by longitudinal lines, the law of
continuity asserts that all these temperature points
lie in a steady line, so that when a number of
points lying sufficiently near one another is known,
the points between can be derived from the steady
line which may be drawn through the known points.
This very commonly applied process will yield the
more accurate results the nearer the known points
are to one another, and the simpler the line.
The application of the law of continuity or steadiness,
therefore, means no less than that it is possible,
from a finite, frequently not even a very large, number
of individual results, to obtain the means of
predicting the result for an infinitely large number
of unexamined cases. The instrument derived
from this law, therefore, is an eminently scientific
one.
The value of this instrument is still greater if it
succeeds in expressing the relation A = f(B) in
strict mathematical form. First, the result of the
determination of a number of individual values of
that function is represented as a table of co-ordinated
values. By the graphic process above described,
or by its equivalent, the mathematical
process of interpolation, this table is so extended
that it also supplies all the intermediate values.
But this is still a case of a mechanical co-ordination
of the corresponding values. Often we succeed,
especially in the relation of simple or pure concepts,
in finding a general mathematical rule by which the
magnitude A can be derived from the magnitude B,
and reversely. This is the only instance in which
we speak of a natural law in the quantitative
sense.
Thus, for example, we can observe what volume
a given quantity of air occupies when successively
subjected to different pressures. If we arrange all
these values together in a table, we can also calculate
the volume for all the intermediate
pressures. But on close inspection of the corresponding
numbers of pressure and volume we
notice that they are in inverse ratio, or that when
multiplied by one another their products will be the
same. If we denote the space by v and the pressure
by p, this fact assumes the mathematical form
p. v = K, in which K is a definite number depending
upon the quantity of air, the unit of pressure, etc.,
but remaining unchanged in an experimental series
in which these factors stay the same. The general
functional equation A = f(B) becomes the definite
p = K/v. And this formula enables us to determine
by a simple calculation the volume for any degree
of pressure, provided the value of K has been once
ascertained by experiment.
At first we have a right to such a calculation only
within the province in which the experiments have
been made, and the simple mathematical expression
of the natural law has for the time being no
further significance than that of a specially convenient
rule for interpolation. But such a form immediately
evokes a question which demands an experimental
answer. How far can the form be extended?
That there must be a limit is to be directly
inferred from the consideration of the formula itself.
For if we let p = 0, then v = infinity, both
of which lie beyond the field of possible experience.
Similar considerations obtain in all such mathematically
formulated natural laws, and each time,
therefore, we must ask what the range of validity
of such an expression is, and answer the question
by experiment.
While in this discussion the mathematically formulated
natural law seems to have the nature only
of a convenient formula of interpolation, we are
nevertheless in the habit of regarding the discovery
of such a formula as a great intellectual accomplishment,
which so impresses us that we frequently
call it by the name of the discoverer. Now,
wherein lies the more significant value of such
formulations?
It lies in the fact that simple formulas are discovered
only when the conceptual analysis of the
phenomenon has advanced far enough. The very
simplicity of the formula shows that the concept
formation which is at the basis of it is especially
serviceable. In Ptolemy's theory of the motion of
the planets the means for calculating their positions
in advance was given just as in the theory of Copernicus.
But Ptolemy's theory was based on the assumption
that the earth stands still, and that the sun
and the other planets move. The assumption that
the sun stands still and that the earth and the other
planets move greatly facilitates the calculation of
the position of the planets. In this lay the primary
value of the advance made by Copernicus. It was
not until much later that it was found that a number
of other actual relations could be represented
much more fittingly by means of the same hypothesis,
and thus the Copernican theory has come to
be generally recognized and applied.
The significance of the law of continuity and its
field of application have by no means been exhausted
by what has been said above. But later
we shall have a number of occasions to point out its
application in special instances, and so cause its
use to become a steady mental habit with the beginner
in scientific research.
Time and space are two
very general concepts, though without doubt not
elementary concepts. For besides the elementary
concept of continuity which both contain, time has
the further character of being one-seried or one-dimensional,
of not admitting of the possibility of
return to a past point of time (absence of double
points) and of absolute onesidedness, that is, of the
fundamental difference between before and after.
This last quality is the very one not found in the
space concept, which is in every sense symmetrical.
On the other hand, owing to the three dimensions
it has a threefold manifoldness.
That despite this radical distinction in the properties
of space and time all of our experiences can
be expressed or represented within the concepts of
space and time, is very clear proof that experience
is much more limited than the formal manifoldness
of the conceivable. In this sense space and time
can be conceived as natural laws which may be applied
to all our experiences. Here at the same
time the subjective-human element of the natural law
becomes very clear.
The properties of time are of so simple and obvious
a nature that there is no special science of
time. What we need to know about it appears as
part of physics, especially of mechanics. Nevertheless
time plays an essential rôle in phoronomy, a
subject which we shall consider presently. In phoronomy,
however, time appears only in its simplest
form as a one-seried continuous manifoldness.
As for space, the presence of the three dimensions
conditions a great manifoldness of possible relations,
and hence the existence of a very extensive
science of bodies in space, of geometry. Geometry
is divided into various parts depending upon whether
or not the concept of measurement enters. When
dealing with purely spacial relations apart from the
concept of measurement it is called geometry of
position. In order to introduce the element of
measurement a certain hypothesis is necessary
which is undemonstrable, and therefore appears to
be arbitrary and can be justified only because it is
the simplest of all possible hypotheses. This
hypothesis takes for granted that a rigid body
can be moved in all directions in space without
changing in measure. Or, to state the inverse of
this hypothesis, in space those parts are called equal
which a rigid body occupies, no matter how it is
moved about.
We are not conscious of the extreme arbitrariness
of this assumption simply because we have become
accustomed to it in school. But if we reflect that in
daily experience the space occupied by a rigid body,
say a stick, seems to the eye to undergo radical
changes as it shifts its position in space and that we
can maintain that hypothesis only by declaring these
changes to be "apparent," we recognize the arbitrariness
which really resides in that assumption.
We could represent all the relations just as well if
we were to assume that those changes are real, and
that they are successively undone when we restore
the stick to its former relation to our eye. But
though such a conception is fundamentally practicable
in so far as it deals merely with the space picture
of the stick, we nevertheless find that it would
lead to such extreme complications with regard to
other relations (for example, the fact that the weight
of the stick is not affected by the change of the optic
picture) that we do better if we adhere to the usual
assumption that the optical changes are merely apparent.
In this connection we learn what an enormous influence
the various parts of experience exert upon
one another in the development of science. In every
special generalization of experiences, that is, in every
individual scientific theory, our aim is not only to
generalize this special group of experiences in themselves,
but at the same time to join such other experiences
to them as expedience demands. If the
effect of this necessity is on the one hand to render
the elaboration of an appropriate theory more difficult,
it has on the other hand the great advantage
of affording a choice among several theories of
apparently like value, and thus making possible a
more precise notion of the reality. For example,
for the understanding of the mutual movements of
the sun and the earth it is the same whether we assume
that the sun moves about the earth or the
earth about the sun. It is not until we try to represent
theoretically the position of the other planets
that we see the economic advantage of the second
conception, and facts like Foucault's experiment
with a pendulum can be represented only according
to this second conception in our present state of
knowledge.
Likewise, the assumption on which scientific
geometry goes, that space has the same properties
in all directions, conflicts with immediate experience.
In immediate experience we make a sharp
distinction between below and above, although we
are prepared to admit the "homogeneity" of space
in the horizontal direction. This is due, as physics
teaches, to the fact that we are placed in a field of
gravitation which acts only from above downward
and which permits free horizontal turnings, although
it imparts a characteristic difference to the third direction.
Since considerations of another kind enable
us to place ourselves in a position in which
we ignore this field of gravitation in the investigation
of space, geometry abstracts this element and
disregards the corresponding manifoldness. In the
theory of the gravitation potential, on the other
hand, this very manifoldness is made the subject of
scientific investigation.
The common application of the concepts of space
and time results in the concept of motion, the science
of which is called phoronomics. In order to make
this new variable subject to measurement we must
arrive at an agreement or convention as to the way
in which to measure time. For since past time can
never be reproduced we actually experience only
unextended moments, and have no means of recognizing
or defining the equality of two periods of
time by placing them side by side, as we can in
the case of spacial magnitudes. We help ourselves
by saying that in uninfluenced motions equal periods
of time must correspond to the equal changes in
space. We regard the rotation of the earth on its
axis and its revolution about the sun as such uninfluenced
motions. The two depend upon dissimilar
conditions, and the empirical fact that the
relation of the two motions, or the relation between
the day and the year, remains practically the same,
sustains that assumption, and at the same time
shows the expediency of the given definition of
time.
Analytic geometry, the application of algebra to
geometric relations, occupies a noteworthy position,
from the point of view of method, in the science of
space. It yields geometric results by means of calculation,
that is, by the application of the algebraic
material of symbols we can obtain data concerning
unknown spacial relations. An explanation is
necessary of how by a method apparently so extraneous
such results as these can be attained.
The answer lies again in the general principle of
co-ordination, which in this very case receives a
particularly cogent illustration. Three algebraic
signs, x, y, and z, are co-ordinated with the three
variable dimensions of space. First, the same independent
and constant variability is ascribed to
these signs, and, further, the same mutual relations
are assumed to subsist between them as actually
exist between the three-spacial dimensions. In
other words, precisely the same kind of manifoldness
is imparted to these algebraic signs as the
spacial dimensions possess to which they are co-ordinated,
and we may therefore expect that all the
conclusions arising from these assumptions will find
their corresponding parts in the spacial manifoldness.
Accordingly, a co-ordinated spacial relation
corresponds to every change of those algebraic formulas
resulting from calculation, and if such
changes lead to an algebraically simple form, then
the spacial form corresponding to it must show
an analogous simplicity. Here, therefore, we have
a case such as was described under simpler conditions
on p. 86 of operations undertaken with one
group and repeated correspondingly in the co-ordinated
group. And it is only the great difference
in the things of which in this case the two groups
are composed—spacial relations on the one side
and algebraic signs on the other—that creates the
impression of astonishment which was felt very
strongly at the invention of this method, and which
is still felt by students with talent for mathematics
when they first become acquainted with analytical
geometry.
Before we proceed to consider
the fundamentals of other sciences, it is well to
make a general résumé of the field so far traversed.
Since the later sciences, as we have already observed,
make use of the entire apparatus of the earlier sciences,
the mastery of them must be assured in
order to render their special application possible.
This does not mean that one must have complete
command of the entire range of those earlier sciences
in order to pursue a later one. Mere human limitations
would prevent the fulfilment of such a demand.
As a matter of fact, successful work can
be done in one of the later sciences even if only
the most general features of the earlier ones have
been clearly grasped. Nevertheless, the rapidity and
certainty of the results are very considerably increased
by a more thorough knowledge of the earlier
sciences, and the investigator, accordingly, should
seek a middle road between the danger of insufficient
preparation for his special science and the
danger of never getting to it from sheer preparation.
In any circumstances he must be prepared always,
even though it be in later age, to acquire
those fundamental aids so soon as he feels the need
of them for carrying out any special work. It is
generally acceded that without logic the adequate
pursuit of science is impossible. Nevertheless, the
opinion is widely current, even among men of science,
that everybody has command of the needful
logic without having studied it. No more than a
man can learn of himself to use the calculus, even
if he may have discovered unaided some of its elementary
principles, can he acquire certainty and
readiness in the use of the logical rules generally
necessary, unless he has made the necessary studies.
It is true that the scientific works of the great
pioneers and leaders in the special sciences furnish
practical examples of such logical activity. But
complete freedom and security are acquired only on
the basis of conscious knowledge.
We have now seen how, from the physiological
construction of our mental apparatus, the process
of concept formation and the experience of concept
connections are the basis of the whole of mental
life. The laws of the mutual interaction of the
most general or elementary concepts operated in the
formation of the concepts, thing, group, co-ordination.
Here were found the fundamentals of logic
or the science of concepts. A special process of abstraction
yielded the concept of number, and with
it the corresponding field of mathematics, arithmetic,
algebra, and the theory of numbers.
By means of the second fundamental fact of
physiology, the threshold, another elementary fact
was explained, that of continuity. The co-ordination
of individual things under the influence of this
concept was expanded into the co-ordination of continuous
phenomena-series, and yielded the correspondingly
more general concept of the function.
From the application of the number concept to continuous
things, the idea of measurement resulted.
In mathematics the concept of continuity led to
higher analysis and the theory of functions. Finally,
the concept of continuity proved to be an inexhaustible
aid for the extension of scientific knowledge
and for the formulation of natural laws in
mathematical form.