An Approximate Proximal Bundle Method to Minimize a Class of Maximum Eigenvalue Functions
We present an approximate nonsmooth algorithm to solve a minimization problem, in which the objective function Gun Safes is the sum of a maximum eigenvalue function of matrices and a convex function.The essential idea to solve the optimization problem in this paper is similar to the thought of proximal bundle method, but the difference is that we c