CHAPTER XI.

INDUCTIVE REASONING

Inductive Reasoning, as we have said, is the process of discovering

general truth from particular truths, or inferring general laws from

particular facts. Thus, from the experience of the individual and the

race regarding the particular truth that each and every man under

observation has been observed to die sooner or later, it is inferred

that _all_ men die, and hence, the induction of the general truth that

"All men must die." Or, as from experience we know that the various

kinds of metals expand when subjected to heat, we infer that _all_

metals are subject to this law, and that consequently we may arrive by

inductive reasoning at the conclusion that: "All metals expand when

subjected to heat." It will be noticed that the conclusion arrived at in

this way by Inductive Reasoning forms the fundamental premise in the

process of Deductive Reasoning. As we have seen elsewhere, the two

processes, Inductive and Deductive Reasoning, respectively are

interdependent--resting upon one another.

Jevons says of Inductive Reasoning: "In Deductive Reasoning we inquire

how we may gather the truth contained in some propositions called

Premises, and put into another proposition called the Conclusion. We

have not yet undertaken to find out how we can learn what propositions

really are true, but only _what propositions are true when other ones

are true_. All the acts of reasoning yet considered would be called

_deductive because we deduce, or lead down the truth from premises to

conclusion_. It is an exceedingly important thing to understand

deductive inference correctly, but it might seem to be still more

important to understand _inductive inference_, by which we gather the

truth of general propositions from facts observed as happening in the

world around us." Halleck says: "Man has to find out through his own

experience, or that of others, the major premises from which he argues

or draws his conclusions. By induction we examine what seems to us a

sufficient number of individual cases. We then conclude that the rest of

these cases, which we have not examined, will obey the same general

law.... Only after general laws have been laid down, after objects have

been classified, after major premises have been formed, can deduction be

employed."

Strange as may now appear, it is a fact that until a comparatively

recent period in the history of man, it was held by philosophers that

the only way to arrive at all knowledge was by means of Deductive

Reasoning, by the use of the Syllogism. The influence of Aristotle was

great and men preferred to pursue artificial and complicated methods of

Deductive Reasoning, rather than to reach the truth by obtaining the

facts from Nature herself, at first hand, and then inferring general

principle from the facts so gathered. The rise of modern scientific

methods of reasoning, along the lines of Inductive Inference, dates from

about 1225-1300. Roger Bacon was one of the first to teach that we must

arrive at scientific truth by a process of observation and

experimentation on the natural objects to be found on all sides. He made

many discoveries by following this process. He was ably seconded by

Galileo who lived some three hundred years later, and who also taught

that many great general truths might be gained by careful observation

and intelligent inference. Lord Francis Bacon, who lived about the same

time as Galileo, presented in his _Novum Organum_ many excellent

observations and facts regarding the process of Inductive Reasoning and

scientific thought. As Jevons says: "Inductive logic inquires by what

manner of reasoning we can gather the laws of nature from the facts and

events observed. Such reasoning is called induction, or inductive

inquiry, and, as it has actually been practiced by all the great

discoverers in science, it consists in four steps."

The _Four Steps in Inductive Reasoning_, as stated by Jevons, are as

follows:

_First Step._--Preliminary observation.

_Second Step._--The making of hypotheses.

_Third Step._--Deductive reasoning.

_Fourth Step._--Verification.

It will be seen that the process of Inductive Reasoning is essentially

_a synthetic process_, because it operates in the direction of combining

and uniting particular facts or truths into general truths or laws which

comprehend, embrace and include them all. As Brooks says: "The

particular facts are united by the mind into the general law; the

general law embraces the particular facts and binds them together into a

unity of principle and thought. Induction is thus a process of thought

from the parts to the whole--a synthetic process." It will also be seen

that the process of Inductive Reasoning is essentially _an ascending

process_, because it ascends from particular facts to general laws;

particular truths to universal truths; from the lower to the higher, the

narrower to the broader, the smaller to the greater.

Brooks says of Inductive Reasoning: "The relation of induction to

deduction will be clearly seen. Induction and Deduction are the

converse, the opposites of each other. Deduction derives a particular

truth from a general truth; Induction derives a general truth from

particular truths. This antithesis appears in every particular.

Deduction goes from generals to particulars; Induction goes from

particulars to generals. Deduction is an analytic process; Induction is

a synthetic process. Deduction is a descending process--it goes from

the higher truth to the lower truth; Induction is an ascending

process--it goes from the lower truth to the higher. They differ also in

that Deduction may be applied to necessary truths, while Induction is

mainly restricted to contingent truths." Hyslop says: "There have been

several ways of defining this process. It has been usual to contrast it

with Deduction. Now, deduction is often said to be reasoning from

general to particular truths, from the containing to the contained

truth, or from cause to effect. Induction, therefore, by contrast is

defined as reasoning from the particular to the general, from the

contained to the containing, or from effect to cause. Sometimes

induction is said to be reasoning from the known to the unknown. This

would make deduction, by contrast, reasoning from the unknown to the

known, which is absurd. The former ways of representing it are much the

better. But there is still a better way of comparing them. Deduction _is

reasoning in which the conclusion is contained in the premises_. This is

a ground for its certitude and we commit a fallacy whenever we go beyond

the premises as shown by the laws of the distribution of terms. In

contrast with this, then, we may call inductive reasoning _the process

by which we go beyond the premises in the conclusion_.... The process

here is to start from given facts and to infer some other probable facts

more general or connected with them. In this we see the process of going

beyond the premises. There are, of course, certain conditions which

regulate the legitimacy of the procedure, just as there are conditions

determining deduction. They are _that the conclusion shall represent the

same general kind as the premises_, with a possibility of accidental

differences. But it goes beyond the premises in so far as _known_ facts

are concerned."

The following example may give you a clearer idea of the processes of

Inductive Reasoning:

_First Step._ Preliminary Observation. _Example_: We notice that all the

particular _magnets_ which have come under our observation _attract

iron_. Our mental record of the phenomena may be stated as: "A, B, C, D,

E, F, G, etc., and also X, Y, and Z, all of which are _magnets_, in all

observed instances, and at all observed times, _attract iron_."

_Second Step._ The Making of Hypotheses. _Example_: Upon the basis of

the observations and experiments, as above stated, and applying the

axiom of Inductive Reasoning, that: "What is true of the many, is true

of the whole," we feel justified in forming a hypothesis or inference of

a general law or truth, applying the facts of the particulars to the

general, whole or universal, thus: "_All_ magnets attract iron."

_Third Step._ Deductive Reasoning. _Example_: Picking up a magnet

regarding which we have had no experience and upon which we have made no

experiments, we reason by the syllogism, as follows: (1) _All_ magnets

attract iron; (2) _This thing_ is a magnet; therefore (3) _This thing_

will attract iron. In this we apply the axiom of Deductive Reasoning:

"Whatever is true of the whole is true of the parts."

_Fourth Step._ Verification. _Example_: We then proceed to test the

hypothesis upon the particular magnet, so as to ascertain whether or not

it agrees with the particular facts. If the magnet does not attract

iron we know that either our hypothesis is wrong and that _some_ magnets

do _not_ attract iron; or else that our _judgment_ regarding that

particular "thing" being a magnet is at fault and that it is _not_ a

magnet. In either case, further examination, observation and experiment

is necessary. In case the particular magnet _does_ attract iron, we feel

that we have verified our hypothesis and our judgment.

The Art of Logical Thinking; Or, The Laws of Reasoning · 第 11 / 19 章