Convex and Linear Optimization
Bo Jiang, Associate Professor (tenure-track)
John Hopcroft Center for Computer Science
Shanghai Jiao Tong University
This is an introductory course on convex and linear optimization. Topics include basics of mathematical optimization, convex sets and functions, convex and linear optimization problems, basic algorithms for convex optimization, optimality conditions for unconstrained and constrained optimizations, Lagrange duality.