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math.OC2023
A stochastic two-step inertial Bregman proximal alternating linearized minimization algorithm for nonconvex and nonsmooth problems
Chenzheng Guo, Jing Zhao, Qiao-Li Dong
In this paper, for solving a broad class of large-scale nonconvex and nonsmooth optimization problems, we propose a stochastic two step inertial Bregman proximal alternating linear…
math.OC2023
Two-step inertial Bregman proximal alternating linearized minimization algorithm for nonconvex and nonsmooth problems
Chenzheng Guo, Jing Zhao
In this paper, we study an algorithm for solving a class of nonconvex and nonsmooth nonseparable optimization problems. Based on proximal alternating linearized minimization (PALM)…
math.OC2023
Two-step inertial Bregman alternating structure-adapted proximal gradient descent algorithm for nonconvex and nonsmooth problems
Chenzheng Guo, Jing Zhao
In the paper, we introduce several accelerate iterative algorithms for solving the multiple-set split common fixed-point problem of quasi-nonexpansive operators in real Hilbert spa…