Free HSC Mathematics Extension 2 Flashcard Review
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State the difference between an implication (=>) and an equivalence (<=>).
P ⇒ Q means 'if P then Q' (P is sufficient for Q). P <=> Q means 'P if and only if Q', i.e. both P ⇒ Q and Q ⇒ P hold, so each is necessary and sufficient for the other.
Define the converse, negation and contrapositive of the statement 'P ⇒ Q'.
Converse: Q ⇒ P. Negation: P and not-Q (P is true but Q is false). Contrapositive: (not Q) ⇒ (not P).
What do the quantifiers ∀ and ∃ mean, and how is 'iff' used?
∀ means 'for all' (holds for every element); ∃ means 'there exists' (at least one element satisfies it). 'iff' abbreviates 'if and only if', denoting equivalence <=>.
Outline the structure of a proof by contradiction.
Assume the statement is false (assume its negation). Use valid steps to derive a contradiction. Conclude the assumption is false, so the original statement must be true.
Sketch the proof that √2 is irrational.
Assume √2 = a/b in lowest terms. Then a2 = 2b2, so a is even, a = 2k; then b2 = 2k2, so b is even too — contradicting 'lowest terms'. Hence √2 is irrational.
Sketch the proof that log2 5 is irrational.
Suppose log2 5 = p/q with positive integers p, q. Then 2p = 5q, but the left side is even and the right side is odd — impossible. Hence log2 5 is irrational.
State the definition of a > b for real numbers a, b used in inequality proofs.
For real a, b, a > b means a − b > 0, i.e. a − b is a positive real number. Many inequality proofs reduce to showing the relevant difference is positive.
State the triangle inequality for real numbers and its geometric meaning.
For all real x, y: |x + y| ≤ |x| + |y|. Geometrically the distance for x + y is at most the sum of the separate distances; equality holds iff x and y have the same sign (or one is zero).
State the AM–GM inequality for two non-negative numbers and prove it.
For a, b ≥ 0, (a + b)/2 ≥ √(ab), equality iff a = b. Proof: (√a − √b)2 ≥ 0 gives a − 2√(ab) + b ≥ 0, so a + b ≥ 2√(ab).
Quick check: prove a2 + b2 ≥ 2ab for all real a, b.
Since (a − b)2 ≥ 0, expanding gives a2 − 2ab + b2 ≥ 0, so a2 + b2 ≥ 2ab, with equality iff a = b.
In a proof by mathematical induction, what are the two essential steps?
Base case: verify the statement at the initial value of n. Inductive step: assume it holds for n = k (the hypothesis) and prove it then holds for n = k + 1.
How is induction adapted when the initial value exceeds 1 or n does not increase by 1?
The base case is checked at the actual starting value (e.g. n = 5, or the first even integer), and the inductive step proves P(k) ⇒ P(next value), e.g. P(k) ⇒ P(k + 2) for even n only.
What does sigma notation Σr=1n a_r represent, and why is it useful in induction?
It denotes a1 + a2 + … + a_n. In the inductive step Σr=1k+1 a_r = (Σr=1k a_r) + ak+1, so the hypothesis is substituted for the first part.
Outline proving the inequality 2n > n2 for integers n > 4 by induction.
Base: n = 5 gives 32 > 25. Step: assume 2k > k2. Then 2^(k+1) = 2·2k > 2k2 ≥ (k+1)2, since 2k2 − (k+1)2 = k2 − 2k − 1 ≥ 0 for k ≥ 5.
Outline proving 3^(2n+4) − 2^(2n) is divisible by 5 for all positive integers n.
Base: n = 1 gives 729 − 4 = 725 = 5·145. Step: assume 3^(2k+4) − 2^(2k) = 5M; then 3^(2k+6) − 2^(2k+2) = 9·3^(2k+4) − 4·2^(2k) = 45M + 5·2^(2k), divisible by 5.
How is induction used to prove d/dx(xn) = n·x^(n−1) for positive integers n?
Base: n = 1, d/dx(x) = 1 = 1·x0. Step: assume d/dx(xk) = k·x^(k−1); by the product rule on x^(k+1) = x·xk, d/dx = xk + x·k·x^(k−1) = (k+1)xk.
State the binomial theorem that can be proven by induction.
(x + a)n = Σr=0n (nCr) x^(n−r) ar, where nCr = n!/[r!(n−r)!]. The inductive step uses Pascal's rule (nCr) + (nC(r−1)) = (n+1 C r).
State the geometric result about exterior angles provable by induction.
The sum of the exterior angles of any n-sided convex polygon (one per vertex) is 360°. The inductive step adds a vertex while the total remains 360°.
State the standard unit vectors in three dimensions and the component form of a vector.
i = (1,0,0), j = (0,1,0), k = (0,0,1). A 3D vector is v = xi + yj + zk, equivalently the ordered triple (x, y, z) or column vector [x; y; z].
State the magnitude of a 3D vector and how to form a unit vector.
For v = (x, y, z), |v| = √(x2 + y2 + z2). For non-zero v the unit vector in its direction is v̂ = v/|v|, which has magnitude 1.