Mathematics

Mathematics

Problem

Suppose ff is twice differentiable and its first derivative f′f' has a local minimum at x=3x=3. No other critical points of f′f' occur near x=3x=3. Which of the following statements about the graph of ff at x=3x=3 is most accurate? a) ff has a relative minimum at x=3x=3 because f′(3)=0f'(3)=0 and f′′(3)>0f''(3)>0. b) ff is concave up at x=3x=3, but x=3x=3 is not necessarily an inflection point of ff. c) ff has an inflection point at x=3x=3 where the concavity changes from concave down to concave up. d) ff has an inflection point at x=3x=3 where the concavity changes from concave up to concave down.
Intuitive explanation

The key insight is that a local minimum of f′f' tells you about the concavity of ff, not directly about ff itself. Since f′f' has a local minimum at x=3x=3, its derivative f′′(3)=0f''(3)=0 and f′′f'' changes from negative to positive there—meaning ff transitions from concave down to concave up. This is an inflection point of ff, where the curvature flips, even though ff itself may not have a local extremum.

Intuitive explanation

The key insight is that a local minimum of f′f' tells you about the concavity of ff, not directly about ff itself. Since f′f' has a local minimum at x=3x=3, its derivative f′′(3)=0f''(3)=0 and f′′f'' changes from negative to positive there—meaning ff transitions from concave down to concave up. This is an inflection point of ff, where the curvature flips, even though ff itself may not have a local extremum.

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