Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization

DOI10.1109/TAC.2017.2713046zbMath1390.90420arXiv1512.08122OpenAlexW2962796314MaRDI QIDQ4567042

Necdet Serhat Aybat, Zi Wang, Tian-Yi Lin, Shi-Qian Ma

Publication date: 27 June 2018

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1512.08122

Mathematics Subject Classification ID

Convex programming (90C25) Deterministic network models in operations research (90B10) Discrete-time control/observation systems (93C55) Decentralized systems (93A14)

Related Items (16)

Differentially private distributed optimization for multi-agent systems via the augmented Lagrangian algorithm ⋮ An accelerated exact distributed first-order algorithm for optimization over directed networks ⋮ Graph Topology Invariant Gradient and Sampling Complexity for Decentralized and Stochastic Optimization ⋮ Distributed optimization under edge agreements: a continuous-time algorithm ⋮ Golden ratio proximal gradient ADMM for distributed composite convex optimization ⋮ Revisiting EXTRA for Smooth Distributed Optimization ⋮ Anderson Accelerated Douglas--Rachford Splitting ⋮ Distributed stochastic gradient tracking methods ⋮ Distributed optimal control for multiple high-speed train movement: an alternating direction method of multipliers ⋮ Augmented Lagrange algorithms for distributed optimization over multi-agent networks via edge-based method ⋮ A Distributed ADMM-like Method for Resource Sharing over Time-Varying Networks ⋮ Communication-efficient algorithms for decentralized and stochastic optimization ⋮ Solving a class of nonsmooth resource allocation problems with directed graphs through distributed Lipschitz continuous multi-proximal algorithms ⋮ A Primal-Dual Algorithm with Line Search for General Convex-Concave Saddle Point Problems ⋮ A randomized incremental primal-dual method for decentralized consensus optimization ⋮ Proximal ADMM for nonconvex and nonsmooth optimization

This page was built for publication: Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization