Research Article

A Study on Distributed Optimization over Large-Scale Networked Systems

Algorithm 3

Subgradient method: dual decomposition.
Given initial .
Set .
while (stopping criterion)
(1) Primal variables minimization steps:
  Step 1:
  Step 2:
(2) Dual variable update: