Mathematical Induction Explained

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Questions and Answers

In a proof by mathematical induction, which step involves assuming the statement is true for an arbitrary integer $k$ greater than or equal to the base case?

  • Conclusion
  • Inductive Step
  • Base Case
  • Inductive Hypothesis (correct)

What is the primary purpose of the base case in a proof by mathematical induction?

  • To prove the statement for all natural numbers.
  • To establish the truth of the statement for the smallest value in the range. (correct)
  • To assume the statement is true for an arbitrary integer $k$.
  • To derive the conclusion of the proof.

Which of the following best describes the goal of the inductive step in mathematical induction?

  • To assume the statement is true for some arbitrary integer $k$.
  • To state the final conclusion.
  • To prove that if the statement is true for some $k$, then it is also true for $k+1$. (correct)
  • To prove the base case.

When attempting to prove a statement using mathematical induction, what is a common mistake to avoid?

<p>Clearly showing how the inductive hypothesis is used in the inductive step. (C)</p> Signup and view all the answers

Suppose you want to prove that $5^n - 1$ is divisible by 4 for all natural numbers $n \ge 1$. What would be the correct base case to test?

<p>n = 1 (B)</p> Signup and view all the answers

Which type of problem is mathematical induction most suitable for solving?

<p>Proving formulas for sums of sequences. (C)</p> Signup and view all the answers

What is the key difference between standard mathematical induction and strong induction?

<p>Strong induction assumes that $P(a), P(a+1), ..., P(k)$ are all true to prove $P(k+1)$, while standard induction only assumes $P(k)$. (C)</p> Signup and view all the answers

In proving an inequality using mathematical induction, such as $2^n > n$, what is often required in the inductive step?

<p>Using the inductive hypothesis $2^k &gt; k$ to manipulate the expression for $2^{k+1}$. (B)</p> Signup and view all the answers

You're trying to prove a statement $P(n)$ for all integers $n \ge 5$. What should you do in the base case?

<p>Prove that $P(5)$ is true. (D)</p> Signup and view all the answers

Why is it important to explicitly state the conclusion in a proof by mathematical induction?

<p>It summarizes the result and clearly states the range for which the statement is proven true. (C)</p> Signup and view all the answers

Flashcards

Mathematical Induction

A method of mathematical proof used to establish a given statement for all natural numbers greater than or equal to a base value.

Base Case

Show that P(a) is true for the smallest integer a in the range being considered.

Inductive Hypothesis

Assume that P(k) is true for some arbitrary integer k ≥ a. Use this assumption to prove P(k+1).

Inductive Step

Prove that P(k+1) is true, using the inductive hypothesis P(k).

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Strong Induction

A variant of mathematical induction where you assume P(a) through P(k) are true to prove P(k+1).

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Backward Induction

Proving P(n) implies P(n-1), uncommon technique.

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Steps for Induction

State the proposition P(n), verify the base case, assume P(k), prove P(k+1), and conclude.

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Common Mistakes

Forgetting the base case, incorrect assumptions, or lack of clarity.

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When to Use Induction

Formulas for sums, divisibility proofs, and inequalities.

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Study Notes

  • Mathematical induction establishes a given statement for all natural numbers greater than or equal to a base value.
  • It is analogous to a line of dominoes, where the fall of one domino causes the next to fall.

Principle of Mathematical Induction

  • P(n) represents a statement involving a natural number n.
  • To prove P(n) true for all n ≥ a:
    • Base Case: Verify P(a) is true.
    • Inductive Step: Assume P(k) is true for an arbitrary natural number k ≥ a; this is the inductive hypothesis.
    • Prove P(k+1) is true using the assumption that P(k) is true.

Steps for Mathematical Induction

  • State the proposition P(n).
  • Base Case: Verify P(a) for the smallest integer 'a' in the range.
  • Inductive Hypothesis: Assume P(k) is true for some arbitrary integer k ≥ a.
  • Inductive Step: Prove P(k+1) is true, using the inductive hypothesis P(k).
  • Conclusion: State that P(n) is true for all n ≥ a by mathematical induction.

Example: Sum of First n Natural Numbers

  • Proposition P(n): 1 + 2 + 3 + ... + n = n(n+1)/2
  • Base Case (n=1): 1 = 1(1+1)/2 = 1, therefore P(1) is true.
  • Inductive Hypothesis: Assume 1 + 2 + 3 + ... + k = k(k+1)/2 holds true for some k ≥ 1.
  • Inductive Step: Prove that 1 + 2 + 3 + ... + (k+1) = (k+1)(k+2)/2.
    • Start with the left side: 1 + 2 + 3 + ... + k + (k+1).
    • Per the inductive hypothesis: 1 + 2 + 3 + ... + k = k(k+1)/2.
    • Therefore, k(k+1)/2 + (k+1) = [k(k+1) + 2(k+1)] / 2 = (k+1)(k+2) / 2.
    • Which equals the right side of P(k+1), thus P(k+1) is true.
  • Conclusion: By mathematical induction, 1 + 2 + 3 + ... + n = n(n+1)/2 for all n ≥ 1.

Example: Divisibility

  • Proposition P(n): n³ - n is divisible by 3 for all natural numbers n.
  • Base Case (n=1): 1³ - 1 = 0, which is divisible by 3, thus P(1) is true.
  • Inductive Hypothesis: Assume k³ - k is divisible by 3 for some k ≥ 1.
  • Inductive Step: Prove that (k+1)³ - (k+1) is divisible by 3.
    • (k+1)³ - (k+1) = k³ + 3k² + 3k + 1 - k - 1 = (k³ - k) + 3k² + 3k.
    • By the inductive hypothesis, k³ - k is divisible by 3.
    • Furthermore, 3k² + 3k = 3(k² + k) is divisible by 3.
    • Consequently, (k³ - k) + 3(k² + k) is divisible by 3, which means (k+1)³ - (k+1) is divisible by 3, and P(k+1) is true.
  • Conclusion: By mathematical induction, n³ - n is divisible by 3 for all n ≥ 1.

Example: Inequality

  • Proposition P(n): 2ⁿ > n for all natural numbers n ≥ 1.
  • Base Case (n=1): 2¹ = 2 > 1, therefore P(1) is true.
  • Inductive Hypothesis: Assume 2ᵏ > k for some k ≥ 1.
  • Inductive Step: Prove that 2^(k+1) > k+1.
    • Start with the left side: 2^(k+1) = 2 * 2ᵏ.
    • By the inductive hypothesis, 2ᵏ > k.
    • Thus, 2 * 2ᵏ > 2 * k = k + k.
    • Given that k ≥ 1, k + k ≥ k + 1.
    • Hence, 2^(k+1) > k + 1, so P(k+1) holds true.
  • Conclusion: By mathematical induction, 2ⁿ > n for all n ≥ 1.

Common Mistakes

  • Forgetting to prove the base case.
  • Making an incorrect inductive hypothesis.
  • Not clearly demonstrating the use of the inductive hypothesis in the inductive step.
  • Committing algebraic errors during the inductive step.
  • Omitting a clear conclusion.

Variants of Mathematical Induction

  • Strong Induction: Assume P(a), P(a+1), ..., P(k) are all true, then prove P(k+1).
  • Induction with a different starting point: The base case 'a' can be any integer, not just 1.
  • Backward Induction: Prove P(n) => P(n-1), but this is less common.

When to Use Mathematical Induction

  • When proving formulas for sums, products, or sequences.
  • When proving divisibility results.
  • When proving inequalities.
  • When proving properties of algorithms or recursively defined data structures.

Tips for Success

  • Thoroughly understand the principle.
  • Practice diverse problem types.
  • Write each step clearly and carefully.
  • Verify your algebra and logic.
  • Persevere and don't give up!

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