Research Article
A Study on Distributed Optimization over Large-Scale Networked Systems
Figure 9
Convergence of in the subgradient method with the constant, nonsummable diminishing, and square summable but not summable step size rules. The figure shows a slower convergence using and corresponding to nonsummable diminishing and square summable but not summable step size rules, respectively.