Heng-you Lan

Novel inertial stochastic Bregman inexact ADMMs for solving large-scale nonconvex and nonsmooth optimization without relying on the Kurdyka–Łojasiewicz property

2025 · AIMS Mathematics

As the scale of optimization problems expands, the performance of the alternating direction method of multipliers (ADMM) exhibits a significant downward trend. In this paper, aiming at solving nonconvex, nonsmooth optimization problems under large-scale linear …