Dual Averaging Push for Distributed Convex Optimization Over Time-Varying Directed Graph

DOI10.1109/TAC.2019.2934216MaRDI QIDQ5125602

George Yin, Shu Liang, L. Y. Wang

Publication date: 7 October 2020

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

Mathematics Subject Classification ID

Systems theory; control (93-XX)

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Distributed solver for linear matrix inequalities: an optimization perspective ⋮ Optimal control of discrete‐time nonlinear heterogeneous multi‐agent systems via a distributed DISOPE algorithm ⋮ Differentially private distributed online learning over time‐varying digraphs via dual averaging ⋮ Distributed optimization without boundedness of gradients for second-order multi-agent systems over unbalanced network ⋮ Distributed delayed dual averaging for distributed optimization over time-varying digraphs ⋮ A Fenchel dual gradient method enabling regularization for nonsmooth distributed optimization over time-varying networks ⋮ Online distributed dual averaging algorithm for multi-agent bandit optimization over time-varying general directed networks ⋮ Distributed projection‐free algorithm for constrained aggregative optimization ⋮ Cooperative convex optimization with subgradient delays using push-sum distributed dual averaging ⋮ Distributed multi-UAV trajectory optimization over directed networks ⋮ Surplus-based accelerated algorithms for distributed optimization over directed networks

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