This course discusses basic convex analysis (convex sets, functions, and optimization problems), optimization theory (linear, quadratic, semidefinite, and geometric programming; optimality conditions ...

The goal of this course is to investigate in-depth and to develop expert knowledge in the theory and algorithms for convex optimization. This course will provide a rigorous introduction to the rich ...

Professor of Electrical Engineering Stephen Boyd was elected to the National Academy of Engineering (NAE) earlier this month, in an honor reserved for those who have made outstanding contributions to ...

Convex Optimization, Boyd and Vandenberghe, Cambridge Univ Press, 2004 Linear and Nonlinear Programming by Leunberger and Ye, Springer, 2008 (find ebook from CU Library website) Numerical Optimization ...