activity
20202022
most citedExponentially Convergent Algorithm Design for Constrained Distributed Optimization via Non-smooth Approach

6 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

math.OC2021

Distributed Mirror Descent Algorithm with Bregman Damping for Nonsmooth Constrained Optimization

Guanpu Chen, Weijian Li, Gehui Xu +1

To solve distributed optimization efficiently with various constraints and nonsmooth functions, we propose a distributed mirror descent algorithm with embedded Bregman damping, as…

math.OC2021★ 1 cited

Convergence Properties of the Distributed Projected Subgradient Algorithm over General Graphs

Weijian Li, Zihan Chen, Youcheng Lou +1

In this paper, we revisit a well-known distributed projected subgradient algorithm which aims to minimize a sum of cost functions with a common set constraint. In contrast to most…