ISEN629 - Engineering Optimization (Spring 2024)

Convex analysis provides the mathematical framework for studying nonlinear optimization. Topics include cones and convex sets, hyperplane separation, subgradients, convex conjugacy, duality, and the effects of changing model parameters, together with applications of these principles and methods.