A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization - Hong, Mingyi; Chang, Tsung-Hui; Wang, Xiangfeng; Razaviyayn, Meisam; Ma, Shiqian; Luo, Zhi-Quan (Mathematics of operations research, 2020)
Keywords: Algorithms; alternating direction method of multipliers; block successive upper-bound minimization; Computational geometry; Constraints; Convergence; Convex analysis; Convexity; Lagrange multiplier; Methods; Multipliers; Operations research; Optimization; Primary: 90C25; Primary: Programming: nonlinear: convex; Provisioning; randomized block coordinate descent; Signal processing; Smart grid; Telecommunication systems; Upper bounds