Linear convergence rate analysis of Proximal-Tracking for nonsmooth distributed optimization

Tianyu Yuan, Xiantao Xiao

Proximal-Tracking is a novel algorithm proposed in [Falsone and Prandini, Automatica, 135 (2022), 109938] for nonsmooth distributed consensus optimization with local set constraint…