Mathematics · Ch 6 — Application of Derivatives
Maxima and Minima -- Second Derivative Test
Maxima and Minima -- Second Derivative Test
A faster alternative at a single point. The first derivative test needs the sign of on both sides of a critical point . The second derivative test instead asks only about the behaviour of exactly at , via the second derivative -- often much quicker when is easy to compute, though (as the WBCHSE syllabus notes) it is "given as a provable tool" here rather than derived from scratch.
Second Derivative Test. Let be twice differentiable at , with .
- If , then is a point of local maximum, and is the local maximum value.
- If , then is a point of local minimum, and is the local minimum value.
- If , the test is inconclusive -- fall back to the first derivative test (Section 4) at that point.
Why this works -- the concavity intuition. The second derivative measures how the slope itself is changing, i.e. it describes the curvature (concavity) of the graph. If , the slope is decreasing as passes through -- consistent with going from positive (rising) to negative (falling), exactly the sign change the first derivative test looks for at a local maximum; the curve is "concave down" near , shaped like the top of a dome. If , the slope is increasing through , consistent with going from negative to positive -- a local minimum, with the curve "concave up," shaped like the bottom of a bowl. This concavity picture is the intuition behind the test being a provable tool: it can be justified rigorously via a local (Taylor-type) approximation of near , but the picture above is sufficient to use it correctly and is the level expected here.
Worked method. (1) Find and solve for the critical points. (2) Find . (3) Evaluate at each critical point and apply the three-way rule above. (4) Where the value is asked for (not just the location), substitute the critical back into the original -- see Example 8, where gives a local maximum value , and gives a local minimum value .
The most common real error in this section is misclassifying a critical point -- calling a local minimum a local maximum, or vice versa -- by forgetting that a negative second derivative signals a maximum (concave down, like an upside-down bowl) and a positive second derivative signals a minimum (concave up, like a right-side-up bowl). Always re-check the sign carefully rather than guessing from the shape of the formula. …