A note on the Douglas-Rachford splitting method for optimization problems involving hypoconvex functions

摘要

Recently, the convergence of the Douglas-Rachford splitting method (DRSM) was established for minimizing the sum of a nonsmooth strongly convex function and a nonsmooth hypoconvex function under the assumption that the strong convexity constant, under relatively mild assumptions compared with some existing work in the literature.