Computational Mathematics for Learning and Data An...
Software and support material
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.