Research Article

A Study on Distributed Optimization over Large-Scale Networked Systems

Algorithm 2

Gradient method: primal decomposition.
Given initial .
Set .
while (stopping criterion)
(1) and minimization steps:
  Step 1:
  Step 2:
(2) gradient information update:
  
(3) variable update: