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math.OC2025
Exponential convergence of a distributed divide-and-conquer algorithm for constrained convex optimization on networks
Nazar Emirov, Guohui Song, Qiyu Sun
We propose a divide-and-conquer (DAC) algorithm for constrained convex optimization over networks, where the global objective is the sum of local objectives attached to individual…
math.OC2021★ 1 cited
A Divide-and-Conquer Algorithm for Distributed Optimization on Networks
Nazar Emirov, Guohui Song, Qiyu Sun
In this paper, we consider networks with topologies described by some connected undirected graph and with some agents (fusion centers) equipped with processi…