For any twice differentiable function f: R -> R, if at some x* in R, f'(x*) = 0 and f''(x*) > 0, then the function f necessarily has a _____ at x = x*.
Note: R denotes the set of real numbers.
A. local minimum
B. global minimum
C. local maximum
D. global maximum
GATE 2024 · Engineering Mathematics · Maxima Minima · medium
Answer: The function f necessarily has a LOCAL MINIMUM at x = x*. Answer: A.
Apply the second derivative test: Given f'(x*) = 0 and f''(x*) > 0, by the second derivative test, f has a local minimum at x = x*.
Eliminate global minimum option: The second derivative test only gives local information. Consider f(x) = x^2 + sin(100x): it has a local minimum near x = 0, but the global structure depends on all values. The conditions f'(x*) = 0 and f''(x*) > 0 do NOT guarantee a global minimum. So option B is incorrect.