Convexity is an incredibly powerful attribute about a set / function. Convexity ensures:
- A local optimizer is also a global optimizer in a convex function. If the function is strongly-convex, a local optimizer is a strict global minimizer.
- You can reach any point in your set from every other point
Convex Sets
Convex Functions
Strongly Convex Functions