On Distributed Convex Optimization Under Inequality and Equality Constraints - Minghui Zhu; Martinez, S. (IEEE transactions on automatic control, 2012)
Keywords: Adaptative systems; Algorithm design and analysis; Algorithms; Applied sciences; Asymptotic properties; Automatic control; Computer science; control theory; systems; Control theory. Systems; Convergence; Convex functions; Cooperative control; distributed optimization; Exact sciences and technology; Heuristic algorithms; Inequalities; Lagrangian functions; multi-agent systems; Network topology; Networks; Optimal control; Optimization; Saddle points; Studies; multi-agent systems; Subgradient optimization; distributed optimization; Cooperative control; Transmission protocol; Duality; Topology; Adaptive control; Convex programming; Saddle point; Penalty function; Multiagent system; Cooperation; Distributed algorithm; Inequality constraint; Equality constraint; Primal dual method; Distributed control; Asymptotic approximation; Objective function; Lagrangian function