Exponentially Convergent Algorithm Design for Constrained Distributed Optimization via Non-smooth Approach

Weijian Li, Xianlin Zeng, Shu Liang +1

We consider minimizing a sum of non-smooth objective functions with set constraints in a distributed manner. As to this problem, we propose a distributed algorithm with an exponent…