Kiwiel, K.; Rosa, C.H.; Ruszczynski, A. - International Institute for Applied Systems Analysis (IIASA) - 1995
A new approximate proximal point method for minimizing the sum of two convex functions is introduced. It replaces the original problem by a sequence of regularized subproblems in which the functions are alternately represented by linear models. The method updates the linear models and the prox...