Gradient Projection and Conditional Gradient Methods for Constrained Nonconvex Minimization

Minimization of a smooth function on a sphere or, more generally, on a smooth manifold, is the simplest non-convex optimization problem. It has a lot of applications. Our goal is to propose a versi...