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…