Introduction to Constrained Optimization (Antonio Frangioni)

First steps in constrained optimization. Definition of local optimum, the role of the boundary of the set. The easy case: everything is on the boundary = nonlinear problems with linear equality constraints. Optimality conditions: algebraic and geometric derivations.