Linear Convergence of Asynchronous Gradient Push Algorithm for Distributed Optimization

This article focuses on multiagent distributed asynchronous optimization over directed networks where each agent can only access its individual local function, and the aggregate aim is to minimize the cumulative sum of all local functions. Considering the asynchrony among the agents, we develop an a...

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Bibliographic Details

Published in:	IEEE transactions on systems, man, and cybernetics. Systems Vol. 55; no. 3; pp. 2147 - 2159
Main Authors:	Li, Huaqing, Cheng, Huqiang, Lu, Qingguo, Wang, Zheng, Huang, Tingwen
Format:	Journal Article
Language:	English
Published:	IEEE 01.03.2025
Subjects:	Asynchronous algorithm Asynchronous communication Convergence delay Delays distributed optimization Fasteners linear convergence Linear programming Optimization Protocols Synchronization System recovery
ISSN:	2168-2216, 2168-2232
Online Access:	Get full text
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