How do we use induction to prove general statements involving a recursion, a formula or a property?
Apply mathematical induction to prove general statements about a recursive sequence, a property of a formula, or a recursive procedure
A focused answer to the HSC Maths Extension 1 dot point on induction for general statements beyond sums, divisibility and inequalities. Closed-form proofs for recursively defined sequences, properties preserved by an iterative process, a note on strong induction and choosing the induction variable, and worked linear and non-linear recurrences plus a counting result.
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What this dot point is asking
NESA wants you to apply induction to statements that do not fall into the three tidy categories of sums, divisibility or inequalities. The two most common are a closed-form formula for a recursively defined sequence (you are given the rule that makes each term from the previous one, and asked to prove a single formula for the -th term) and a property preserved by a process (some feature is true at each stage of an iteration). The four-part structure is unchanged; what changes is the engine of the step, which is now the recurrence or the iteration rule rather than algebraic simplification.
The answer
Closed form for a recurrence
A closed form for a recurrence is a direct formula that gives the -th term without computing all the earlier ones. You are typically given a starting value and a rule , and asked to prove the formula holds for all . The strategy:
- Base case: check , that is, the formula reproduces the given first term.
- Hypothesis: assume .
- Step: apply the recurrence and substitute the hypothesis: , then simplify and show this equals .
- Conclusion: by the principle of mathematical induction, for all positive integers .
The decisive move in the step is to feed the recurrence its input from the hypothesis. The recurrence tells you how to get from ; the hypothesis tells you what is; together they pin down , and your job is to show the result is .
Properties preserved by a process
A property preserved by a process is one that, once true at some stage, stays true at the next. Many questions describe an iteration (repeatedly applying an operation, building up a figure, running an algorithm) and ask you to prove some feature holds at every stage. The inductive step is a conditional claim: if the property holds after steps, it holds after . You assume the property at stage , perform one more step of the process, and show the property survives. Counting results (how many subsets, how many regions, how many handshakes) usually fit this mould, with the step explaining what one more element adds.
Strong induction (rarely needed in HSC)
Strong induction is the variant where the step at may rely on the statement at all earlier values, not just at . It is occasionally useful when a recurrence reaches back two terms, such as the Fibonacci rule , since the step then needs both and . Standard induction is enough for almost all HSC Extension 1 questions. If you do need the stronger form, say so: state the hypothesis as "assume the statement holds for all integers up to " and verify enough base cases (two of them for a two-term recurrence) to get the chain started.
Choosing the induction variable
When a statement contains more than one integer that could grow, you induct on one of them and hold the others fixed. Pick the variable that the recurrence or the structure actually steps through. For a statement like " for all positive integers ", you induct on regardless of what is; the function is carried symbolically and never inducted on. Naming your induction variable explicitly avoids confusion in multi-letter problems.
How exam questions ask about general statements
- "A sequence is defined by and . Prove that ": a closed-form recurrence proof. Use the recurrence in the step, the formula as the target.
- "Prove that satisfies the recurrence": the reverse phrasing; you still induct, checking the formula reproduces the rule.
- "A process is repeated times. Prove that after steps, [property] holds": a property-preservation proof. Assume the property at step , do one more step, show it persists.
- "Prove that a set with elements has subsets" (or similar counting claims): a structural induction; the step explains what adding one element does.
- "Prove the formula for / a two-term recurrence": a hint that you may need strong induction with two base cases.
Edge cases and what-ifs
- A two-term recurrence genuinely needs two base cases. If your step uses both and (true strong induction), verify and and state that you assume the result for all values up to . One base case is not enough to start a two-step reach-back.
- The base case can be . Counting and structural claims often start at (the empty set, zero steps). Verify the base at and conclude "for all non-negative integers".
- Recurrence given for in terms of . This is the same as shifted by one; just be consistent about which index you call and which .
- A formula that satisfies the recurrence but a different first term. A closed form must match both the recurrence and the given initial value. Check the base case carefully; two formulas can satisfy the same recurrence yet differ in .
Exam-style practice questions
Practice questions written in the style of NESA exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.
HSC-style3 marksA sequence is defined by and . Prove by mathematical induction that for all positive integers .Show worked answer →
Base (): and the formula gives . True.
Hypothesis: assume for some positive integer .
Step: using the recurrence, .
This is the formula with (since ).
Conclusion: by mathematical induction, for all positive integers .
HSC-style3 marksProve by mathematical induction that is divisible by for all positive integers .Show worked answer →
Base (): , divisible by . True.
Hypothesis: assume for some integer .
Step: .
, which is divisible by .
Conclusion: by mathematical induction, is divisible by for all positive integers .
