Convex Analysis and Optimization II

4 credits

Optimality conditions, strong duality and the primal function, conjugate functions, Fenchel duality theorems, dual derivatives and subgradients, subgradient methods, cutting plane methods. Prerequisites: MATH 245A or consent of instructor.