Convex Optimization

3 credits · Graduate

Formulation and structure of convex optimization problems with an emphasis on duality. Extensive treatment of linear optimization. Network flows, discrete optimization, and conic (quadratic and semi-definite) optimization. Motivated by examples from economics, engineering, finance, and statistics.