The Second Derivative and the Shape of a Function f(x)

Read this section to learn how the second derivative is used to determine the shape of functions. Work through practice problems 1-9.

Inflection Points

Definition: An inflection point is a point on the graph of a function where the concavity of the function changes, from concave up to down or from concave down to up.

Practice 3: Which of the labelled points in Fig. 8 are inflection points?

Fig. 8

To find the inflection points of a function we can use the second derivative of the function. If f^{\prime \prime}(x) > 0, then the graph of f is concave up at the point (x, f(x)) so (x, f(x)) is not an inflection point. Similarly, if f^{\prime \prime}(x) < 0, then the graph of \mathrm{f} is concave down at the point (\mathrm{x}, \mathrm{f}(\mathrm{x})) and the point is not an inflection point. The only points left which can possibly be inflection points are the places where \mathrm{f}^{\prime \prime}(\mathrm{x}) is 0 or undefined (f' is not differentiable). To find the inflection points of a function we only need to check the points where \mathrm{f}^{\prime \prime}(\mathrm{x}) is 0 or undefined. If \mathrm{f}^{\prime \prime}(\mathrm{c})=0 or is undefined, then the point (\mathrm{c}, \mathrm{f}(\mathrm{c})) may or may not be an inflection point – we would need to check the concavity of \mathrm{f} on each side of \mathrm{x}=\mathrm{c}. The functions in the next example illustrate what can happen.

Example 2: Let f(x)=x^{3}, g(x)=x^{4} and h(x)=x^{1 / 3} (Fig. 9). For which of these functions is the point (0,0) an inflection point?

Fig. 9

Solution: Graphically, it is clear that the concavity of f(x)=x^{3} and \mathrm{h}(\mathrm{x})=\mathrm{x}^{1 / 3} changes at (0,0), so (0,0) is an inflection point for \mathrm{f} and \mathrm{h}. The function \mathrm{g}(\mathrm{x})=\mathrm{x}^{4} is concave up everywhere so (0,0) is not an inflection point of \mathrm{g}.

If f(x)=x^{3}, then f^{\prime}(x)=3 x^{2} and f^{\prime \prime}(x)=6 x. The only point at which f^{\prime \prime}(x)=0 or is undefined (f' is not differentiable) is at x=0. If x < 0, then f^{\prime \prime}(x) < 0 so f is concave down. If x > 0, then \mathrm{f}^{\prime \prime}(\mathrm{x}) > 0 so \mathrm{f} is concave up. At \mathrm{x}=0 the concavity changes so the point (0, \mathrm{f}(0))=(0,0) is an inflection point of \mathrm{x}^{3}.

If \mathrm{g}(\mathrm{x})=\mathrm{x}^{4}, then \mathrm{g}^{\prime}(\mathrm{x})=4 \mathrm{x}^{3} and \mathrm{g}^{\prime \prime}(\mathrm{x})=12 \mathrm{x}^{2}. The only point at which \mathrm{g}^{\prime \prime}(\mathrm{x})=0 or is undefined is at x=0. If x < 0, then g^{\prime \prime}(x) > 0 so g is concave up. If x > 0, then g^{\prime \prime}(x) > 0 so g is also concave up. At x=0 the concavity does not change so the point (0, g(0))=(0,0) is not an inflection point of x^{4}.

If \mathrm{h}(\mathrm{x})=\mathrm{x}^{1 / 3}, then \mathrm{h}^{\prime}(\mathrm{x})=\frac{1}{3} \mathrm{x}^{-2 / 3} and \mathrm{h}^{\prime \prime} (\mathrm{x})=-\frac{2}{9} \mathrm{x}^{-5 / 3} \cdot \mathrm{h}^{\prime \prime} is not defined if \mathrm{x}=0, but \mathrm{h}^{\prime \prime} (negative number) > 0 and \mathrm{h}^{\prime \prime} (positive number) < 0 so \mathrm{h} changes concavity at (0,0) and (0,0) is an inflection point of \mathrm{h}.

Practice 4: Find the inflection points of f(x)=x^{4}-12 x^{3}+30 x^{2}+5 x-7.

Example 3: Sketch graph of a function with f(2)=3, f^{\prime}(2)=1, and an inflection point at (2,3). Solution: Two solutions are given in Fig. 10.

Fig. 10