Basic facts of maxima & minima & convex optimization.Important classes of convex optimization problems.Convex sets & convex functions, Differentiable convex functions, Projection on a convex set and normal cone, Sub differential of a convex.Saddle point Conditions. Karush-kuhn-Tucker Conditions