A proximal difference-of-convex algorithm with extrapolation
Sign Up to like & getrecommendations! Published in 2018 at "Computational Optimization and Applications"
DOI: 10.1007/s10589-017-9954-1
Abstract: We consider a class of difference-of-convex (DC) optimization problems whose objective is level-bounded and is the sum of a smooth convex function with Lipschitz gradient, a proper closed convex function and a continuous concave function.… read more here.
Keywords: difference convex; dca; extrapolation; convex ... See more keywords
Convergence Rate Analysis of the Proximal Difference of the Convex Algorithm
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical Problems in Engineering"
DOI: 10.1155/2021/5629868
Abstract: In this paper, we study the convergence rate of the proximal difference of the convex algorithm for the problem with a strong convex function and two convex functions. By making full use of the special… read more here.
Keywords: difference convex; proximal difference; convex; convex algorithm ... See more keywords