A Study on Distributed Optimization over Large-Scale Networked Systems

Figure 3

Convergence of the residuals for different dimensions of when the primal problem (39) is solved using the gradient method followed by primal decomposition. The figure shows that as the iteration number increases. This shows that the convergence of to is guaranteed even for high dimensional complicating variables.