Achieving Linear Convergence in Distributed Asynchronous Multi-agent Optimization

Ye Tian, Ying Sun, Gesualdo Scutari

This papers studies multi-agent (convex and \emph{nonconvex}) optimization over static digraphs. We propose a general distributed \emph{asynchronous} algorithmic framework whereby…