Faculty solution guide

Convexity and Supporting Lines

Accept equivalent mathematically correct reasoning. Require explicit definitions, theorem hypotheses, proof structure, verification, and limitations.

Problem 1

Use the precise definitions, state all hypotheses, apply f(tx+(1-t)y)≤tf(x)+(1-t)f(y), and verify the conclusion against a boundary case or independent theorem.

Problem 2

Identify the first invalid inference, missing hypothesis, quantifier error, unjustified limit interchange, or unproved existence claim; then supply a valid repair.

Problem 3

A complete response explicitly states the definitions, domain, hypotheses, exact target, and theorem dependencies for Convexity and Supporting Lines.

Problem 4

The argument must address connecting second derivatives, secant slopes, and Jensen-type inequalities with each nontrivial step justified and the final conclusion restated.

Problem 5

A strong application explains the mathematical model in optimization, sensitivity, approximation, dynamical systems, and numerical analysis, verifies conditions, and names at least one limitation.

Problem 6

Accept a second valid proof, a counterexample showing necessity of a hypothesis, an independent estimate, or a reproducible finite check that is correctly described as supporting evidence.

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