Convexity#
Convexity is a term that pertains to both sets and functions. For functions, there are different degrees of convexity, and how convex a function is tells us a lot about its minima: do they exist, are they unique, how quickly can we find them using optimization algorithms, etc.
In this section, we present basic results regarding convexity, strict convexity, and strong convexity.