A distributed optimization algorithm with guaranteed optimality subject to lossy information-sharing over directed networks

This paper addresses the distributed optimization problem subject to lossy information-sharing. In the setting, each agent is assumed to have an individual cost function that is strongly convex and smooth. The goal of agents is to cooperatively minimize the sum of the local cost functions associated...

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Bibliographic Details

Published in:	Journal of the Franklin Institute Vol. 362; no. 16; p. 107865
Main Authors:	Liu, Shuai, Wang, Dong, Chen, Mingfei
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 15.10.2025
Subjects:	Distributed algorithm Linear convergence rate Lossy information-sharing Uncoordinated step sizes Linear convergence rate Uncoordinated step sizes Lossy information-sharing Distributed algorithm
ISSN:	0016-0032
Online Access:	Get full text
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