2026-07-072026-07-07http://salesiana.dossiersoluciones.com/handle/123456789/129608We establish that the min-sum message-passing algorithm and its asynchronous variants converge for a large class of unconstrained convex optimization problems.Optimization and ControlConvergence of the Min-Sum Algorithm for Convex Optimizationtext