Mathematical Optimization

Catalog description

Overview of computational methods for solving linear and nonlinear optimization problems. Fundamental concepts in optimization, simplex method, duality theory, methods for unconstrained optimization, optimality conditions for constrained problems, and penalty and augmented Lagrangian methods for solving nonlinear constrained problems