ESC 702 - Advanced Optimization

(4 credits)

Methods of optimization for engineering systems; classical optimization, Taylor’s theorem, Lagrange Multipliers, and Kuhn-Tucker theorem; direct methods, Newton and quasi-Newton methods, penalty and Barrier methods, linear and nonlinear programming.