Asymptotic Properties of Primal-Dual Algorithm for Distributed Stochastic Optimization Over Random Networks

Jinlong Lei, Han-Fu Chen, Hai-Tao Fang

This paper studies a distributed stochastic optimization problem over random networks with imperfect communications subject to a global constraint, which is the intersection of loc…