Trivial and Vacuous Proofs

Theorem: A true mathematical statement is called a

theorem
proposition, result, fact
(everyday usage)
lemma
(helper theorem)
corollary
(follows immediately)

We usually consider

\[ P(x) \implies Q(x) \]

  • where the variable(s) \(x \in \mathbb{S}\), universal set

Observations:

  • \(P(x) \implies Q(x)\) is True if it is true for all \(x \in \mathbb{S}\)
  • \(P(x) \implies Q(x)\) is False if it is false for at least one \(x \in \mathbb{S}\).

Next, recall:

\(P(x)\)\(Q(x)\)\(P(x) \implies Q(x)\)
TTT
TFF
FTT
FFT
  1. Observe: If \(Q(x)\) (the conclusion) is always True, then \(P(x) \implies Q(x)\) (the implication) is True.
  2. Called: A trivial proof (the hypothesis is irrelevant)

Example:

  1. Let \(x \in \mathbb{R}\).
  2. If \(x < 0\), then \(x^2+1 > 0\).
    • Observe: \(\forall x \in \mathbb{R}\), we have \(x^2 \geq 0\).
    • So \(x^2+1 \geq 0 +1 > 0\)
    • Meaning the conclusion is always true.
    • So, this result is trivially true.

Example:

  1. Observe: If \(P(x)\) (the hypothesis) is always false, then \(P(x) \implies Q(x)\) is true.
  2. Called: A vacuous proof (the conclusion is irrelevant)

Example:

  1. \(x \in \mathbb{R}\). If \(x^2 - 2x + 2 \leq 0\) then \(x^3 \geq 8\).
  2. Proof:
    • Observe \(\forall x \in \mathbb{R}\), we have
      • \(x^2 - 2x + 2 = (x^2 - 2x + (-1)^2) + 2\)
      • \(= (x-1)^2 + 1 \geq 0 + 1\)
      • \(> 0\)
    • Meaning the hypothesis is always false.
    • So this result is vacuously true.

Recall the classic fact: For all sets \(A, \emptyset \subseteq A\). We can now prove this!

  • If \(x \in \emptyset\), then \(x \in A\).
  • Note that \(x \in \emptyset\) is always false.
  • Therefore, this statement is vacuously true!