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This article delves into various methods of proof used in mathematics, highlighting implications, direct proofs, indirect proofs, vacuous proofs, trivial proofs, and proofs by contradiction. It provides illustrative examples for each method, emphasizing their importance in validating theorems and statements. Additionally, the text covers proof by cases and counters examples, revealing their roles in demonstrating the existence and equivalence of mathematical propositions. Understanding these strategies is crucial for mastering mathematical logic and reasoning.
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Sections 1.6 & 1.7 Methods of Proof & Proof Strategies
Methods of Proof • Many theorems are implications • Recall that an implication (p q) is true when both p and q are true, or when p is false; it is only false if q is false • To prove an implication, we need only prove that q is true if p is true (it is not common to prove q itself)
Direct Proof • Show that if p is true, q must also be true (so that the combination of p true, q false never occurs) • Assume p is true • Use rules of inference and theorems to show q must also be true
Example of Direct Proof • Prove “if n is odd, n2 must be odd” • Let p = “n is odd” • Let q = “n2 is odd” • Assume n is odd; then n = 2k + 1 for some integer k (by definition of an odd number) • This means n2 = (2k + 1)2 = 2(2k2 + 2k) + 1 • Thus, by definition, n2 is odd
Indirect Proof • Uses the fact that an implication (p q) and its contrapositive q p have the same truth value • Therefore proving the contrapositive proves the implication
Indirect Proof Example • Prove “if 3n + 2 is odd, then n is odd” • Let p = “3n + 2 is odd” • Let q = “n is odd” • To prove q p , begin by assuming q is true • So n is even, and n = 2k for some integer k (by definition of even numbers) • Then 3n + 2 = 3(2k) +2 = 6k + 2 = 2(3k + 1) • Thus, 3n + 2 is even, q p and p q
Vacuous Proof • Suppose p is false - if so, then p q is true • Thus, if p can be proven false, the implication is proven true • This technique is often used to establish special cases of theorems that state an implication is true for all positive integers
Vacuous Proof Example • Show that P(0) is true where P(n) is: • “if n > 1, then n2 > n” • Let p = n>1 and q = n2 > n • Since P(n) = P(0) and 0>1 is false, p is false • Since the premise is false, p q is true for P(0) • Note that it doesn’t matter that the conclusion (02 > 0 ) is false for P(0) - since the premise is false, the implication is true
Trivial Proof • If q can be proven true, then p q is true for all possible p’s, since: • T T and • F T are both true
Example of Trivial Proof • Let P(n) = “if a >= b then an >= bn” where a and b are positive integers; show that P(0) is true • so p = a >=b and • q = a0 >= b0 • Since a0 = b0, q is true for P(0) • Since q is true, p q is true • Note that this proof didn’t require examining the hypothesis
Proof by Contradiction • Suppose q is false and p q is true • This is possible only if p is true • If q is a contradiction (e.g. r r), can prove p via p (r r)
Example of proof by contradiction • Prove 2 is irrational • Suppose p is true - then 2 is rational • If 2 is rational, then 2 = a/b for some numbers a and b with no common factors • So (2 )2 = (a/b)2 or 2 = a2/b2 • If 2 = a2/b2 then 2b2 = a2 • So a2 must be even, and a must be even
Example of proof by contradiction • If a is even, then a = 2c and a2 = 4c2 • Thus 2b2 = 4c2 and b2 = 2c2 - which means b2 is even, and b must be even • If a and b are both even, they have a common factor (2) • This is a contradiction of the original premise, which states that a and b have no common factors
Example of proof by contradiction • So p (r r) • where p = 2 is rational, r = a & b have no common factors, and r = a & b have a common factor • r r is a contradiction • so p must be false • thus p is true and 2 is irrational
Proof by contradiction and indirect proof • Can write an indirect proof as a proof by contradiction • Prove p q by proving q p • Suppose p and q are both true • Go through direct proof of q p to show p is also true • Now we have a contradiction: p p is true
Proof by Cases • To prove (p1 p2 … pn) q, can use the tautology: ((p1 p2 … pn) q) ((p1 q) (p2 q) … (pn q)) as a rule for inference • In other words, show that pi q for all values of i from 1 through n
Proof by Cases • To prove an equivalence (p q), can use the tautology: (p q) ((p q) (q p)) • If a theorem states that several propositions are equivalent (p1 p2 … pn), can use the tautology: (p1 p2 … pn) ((p1 p2) (p2 p3) … (pn p1))
Theorems & Quantifiers • Existence proof: proof of a theorem asserting that objects of a particular type exist, aka propositions of the form xP(x) • Proof by counter-example: proof of a theorem of the form xP(x)
Types of Existence Proofs • Constructive: find an element a such that P(a) is true • Non-constructive: prove xP(x) without finding a specific element - often uses proof by contradiction to show xP(x) implies a contradiction
Constructive Existence Proof Example • For every positive integer n, there is an integer divisible by >n primes • Stated formally, this is: nx(x:x is divisible by >n primes) • Assume we know the prime numbers and can list them: p1, p2, … • If so, the number p1 * p2 * … * pn+1 is divisible by >n primes
Non-constructive Existence Proof Example • Show that for every positive integer n there is a prime greater than n • This is xQ(x) where Q(x) is the proposition x is prime and x > n • Let n be a positive integer; to show there is a prime > n, consider n! + 1 • Every integer has a prime factor, so n! + 1 has at least one prime factor • When n! + 1 is divided by an integer <= n, remainder is 1 • Thus, any prime factor of this integer must be > n • Proof is non-constructive because we never have to actually produce a prime (or n)
Proof by Counter-example • To prove xP(x) is false, need find only one element e such that P(e) is false • Example: Prove or disprove that every positive integer can be written as the sum of 2 squares • We need to show xP(x) is true • Many examples exist - 3, 6 and 7 are all candidates
Choosing a method of proof • When confronted with a statement to prove: • Replace terms by their definitions • Analyze what hypotheses & conclusion mean • If statement is an implication, try direct proof; • If that fails, try indirect proof • If neither of the above works, try proof by contradiction
Forward reasoning • Start with the hypothesis • Together with axioms and known theorems, construct a proof using a sequence of steps that leads to the conclusion • With indirect reasoning, can start with negation of conclusion, work through a similar sequence to reach negation of hypothesis
Backward reasoning • To reason backward to prove a statement q, we find a statement p that we can prove with the property p q • The next slide provides an example of this type of reasoning
Backward reasoning - example • Prove that the square of every odd integer has the form 8k + 1 for some integer k: • Begin with some odd integer n, which by definition has the form n = 2i + 1 for some integer i. • Then n2 = (2i + 1)2 = 4i2 + 4i + 1 • We need to show that n2 has the form 8k + 1 • Reasoning backwards, this follows if 4i2 + 4i can be written as 8k • But 4i2 + 4i = 4i(i + 1) • i(i+ 1) is the product of 2 consecutive integers • Since every other integer is even, either i or i+1 is even • This means their product is even, and can be written 2k for some integer k • Therefore, 4i2 + 4i = 4i(i + 1) = 4(2k) = 8k; it follows that, since n2 = 4i2 + 4i + 1 and 4i2 + 4i = 8k, that n2 = 8k + 1