Introduction: From the graph of a convex function y(x) it follows that the slope of the tangent line to the graph increases with x. Hence, a function y(x) is convex if the derivative y′(x) increases. Note that the derivative y′(x) increases if y″(x)≥0.
Similarly, it follows that the function y(x) is concave if the derivative y′(x) decreases.
Second-order condition for a convex/concave function
- If y″(x)≥0 on an interval, then the function y(x) is convex on that interval.
- If y″(x)≤0 on an interval, then the function y(x) is concave on that interval.