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″.
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)\geq 0 on an interval, then the function y(x) is convex on that interval.
- If y''(x)\leq 0 on an interval, then the function y(x) is concave on that interval.