A unitary distributed subgradient method for multi-agent optimization with different coupling sources

Changxin Liu, Huiping Li, Yang Shi

In this work, we first consider distributed convex constrained optimization problems where the objective function is encoded by multiple local and possibly nonsmooth objectives pri…