Convex sets, separation of convex sets, convex functions, characterization of convex functions, normal cone, tangent cone, Caratheodory, Radon, Helley theorems, Farkas lemma, continuity and differentiability of convex functions, subgradients and subdifferential, Fenchel conjugate, convex optimization, optimality conditions, constraint qualification. (3 credit hours).
