In logic and mathematics, proof by example (sometimes known as inappropriate generalization) is a logical fallacy whereby the validity of a statement is illustrated through one or more examples or cases—rather than a full-fledged proof.[1][2][3]

The structure, argument form and formal form of a proof by example generally proceeds as follows:

Structure:

I know that X is such.
Therefore, anything related to X is also such.

Argument form:

I know that x, which is a member of group X, has the property P.
Therefore, all other elements of X must have the property P.[3]

Formal form:

The following example demonstrates why this line of reasoning is a logical fallacy:

I've seen a person shoot someone dead.
Therefore, all people are murderers.

The flaw in this argument is very evident, but arguments of the same form can sometimes seem somewhat convincing, as the following example suggests:

I've seen nationalists harass immigrants.
Therefore, nationalists must be harassers.

In the common discourse, a proof by example can also be used to describe an attempt to establish a claim using statistically insignificant examples. In which case, the merit of each argument might have to be assessed on an individual basis.[4]

Valid cases of proof by example

In some scenarios, an argument by example may be valid if it leads from a singular premise to an existential conclusion (i.e. proving that a claim is true for at least one case, instead of for all cases). For example:

Socrates is wise.
Therefore, someone is wise.

(or)

I've seen a person steal.
Therefore, (some) people can steal.

These examples outline the informal version of the logical rule known as existential introduction, also known as particularisation or existential generalization:

Existential Introduction

(where denotes the formula formed by substituting all free occurrences of the variable in by .)

In mathematics, proof by example can also be used to refer to attempts to illustrate a claim by proving cases of the claim, with the understanding that these cases contain key ideas which can be generalized into a full-fledged proof.[1][5]

See also

References

  1. ^ a b "The Definitive Glossary of Higher Mathematical Jargon — Proof by Example". Math Vault. 2019-08-01. Retrieved 2019-12-01.
  2. ^ "Logical fallacies". www.auburn.edu. Archived from the original on 31 July 2002.
  3. ^ a b "Proof by example – Grammarist". grammarist.com. Retrieved 2019-12-01.
  4. ^ "What is Proof By Example?". Simplicable. Retrieved 2019-12-01.
  5. ^ "Proofs". www.mit.edu. Retrieved 2019-12-01.

Further reading