Convergence Analysis of a Distributed Optimization Algorithm with a General Unbalanced Directed Communication Network - Li, Huaqing; Lu, Qingguo; Huang, Tingwen (IEEE transactions on network science and engineering, 2019)
Keywords: Algorithms; Communication; Communication networks; Communications networks; Constraints; Convergence; Convexity; Coupling; Couplings; Distributed constrained optimization; Economic models; Linear programming; Load management; Mathematical analysis; Optimization; Power systems; primal-dual (sub)gradient algorithm; Smoothness; unbalanced directed network; uncoordinated step-sizes; Upper bounds