Let $\phi$ be a differentiable function on an interval $(a,b)\subset R^1$.
If $\phi '$ is non-decreasing, then $\phi$ is convex.
But, is the converse true?
Does the convexity of $\phi$ necessarily imply that $\phi '$ is non-decreasing?
Let $\phi$ be a differentiable function on an interval $(a,b)\subset R^1$.
If $\phi '$ is non-decreasing, then $\phi$ is convex.
But, is the converse true?
Does the convexity of $\phi$ necessarily imply that $\phi '$ is non-decreasing?
Yes,
$\phi(x)$ is convex if and only if $ \nabla_x^2\phi(x) >0$, which is means that $\nabla_x\phi(x)$ be non decreasing.