An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization

Necdet S. Aybat, Zi Wang, Garud Iyengar

Abstract: We propose a distributed first-order augmented Lagrangian (DFAL) algorithm to minimize the sum of composite convex functions, where each term in the sum is a private cost function belonging to a no...