Asynchronous Distributed Optimization via Dual Decomposition and Block Coordinate Subgradient Methods

Yankai Lin, Iman Shames, Dragan Nesic

We study the problem of minimizing the sum of potentially non-differentiable convex cost functions with partially overlapping dependences in an asynchronous manner, where communica…