jensen's inequality

For any concave function, when you draw a straight line between two points, the line will alwas be below/above the curve.

E.g. for the logarithm:

This means, that maximizing $\log \mathbb{E}[X]$ is equivalent to maximizing $\mathbb{E}[\log X]$.