151026910 OPTIMIZATION ( 3 Crd.Hrs )

Classical optimization theory, Newton-type, and conjugate gradient methods for unconstrained optimization, Karush-Kuhn-Tucker conditions for optimality. nonlinear programming, integer programming, optimality conditions, saddle points, dual problems, anticycling, penalties, decomposition, minimax theorems, convex functions, introduction to calculus of variations.