Mathematics and Statistics · Ch 4 — Applications of Derivatives
The Second Derivative Test
The Second Derivative Test
The first derivative test works in every case, but it requires checking the sign of on both sides of each critical point. When the function is easy to differentiate twice, a quicker test uses the second derivative , which measures the rate of change of the slope itself and therefore describes the concavity (bending) of the curve.
Concavity. Where the slope is increasing, so the curve bends upward like a cup — it is concave up. Where the slope is decreasing and the curve bends downward like a cap — it is concave down. A local minimum sits at the bottom of a concave-up piece; a local maximum sits at the top of a concave-down piece.
The Second Derivative Test. Let be a critical point, so . Then:
- if , the curve is concave down at , so has a local maximum at ;
- if , the curve is concave up at , so has a local minimum at ;
- if , the test is inconclusive — fall back on the first derivative test.
Method.
- Find and solve for the critical points.
- Find and evaluate it at each critical point.
- A negative value signals a maximum, a positive value a minimum; a zero value means the test fails and the first derivative test must be used instead.
- Substitute the critical value into to get the extreme value. …
The curve is concave up where (bends upward, slope increasing) and concave down where (bends downw …
At a critical point with : local maximum; local minimum; test inconclusive (u …