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:
\(P(x)\) | \(Q(x)\) | \(P(x) \implies Q(x)\) |
---|---|---|
T | T | T |
T | F | F |
F | T | T |
F | F | T |
- Observe: If \(Q(x)\) (the conclusion) is always True, then \(P(x) \implies Q(x)\) (the implication) is True.
- Called: A trivial proof (the hypothesis is irrelevant)
Example:
- Let \(x \in \mathbb{R}\).
- 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:
- Observe: If \(P(x)\) (the hypothesis) is always false, then \(P(x) \implies Q(x)\) is true.
- Called: A vacuous proof (the conclusion is irrelevant)
Example:
- \(x \in \mathbb{R}\). If \(x^2 - 2x + 2 \leq 0\) then \(x^3 \geq 8\).
- 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.
- Observe \(\forall x \in \mathbb{R}\), we have
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!