Research Article

A Study on Distributed Optimization over Large-Scale Networked Systems

Algorithm 1

Alternating direction method of multipliers (ADMM).
Given initial .
Set .
while (stopping criterion)
(1) minimization step:
  
 Let .
(2) minimization step:
  
 Let .
(3) Dual variable update: