Gossip-based asynchronous algorithms for distributed composite optimization

The distributed composite optimization problem associated a multi-agent network is investigated in this paper. Different from conventional optimization issues, the cost function of composite optimization consists of a convex function and a regularization function (possibly nonsmooth). The gossip pro...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 616; p. 128952
Main Authors:	Fang, Xianju, Zhang, Baoyong, Yuan, Deming
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.02.2025
Subjects:	Asynchronous algorithm Composite optimization Distributed optimization Gossip protocol Mirror descent Mirror descent Composite optimization Distributed optimization Asynchronous algorithm Gossip protocol
ISSN:	0925-2312
Online Access:	Get full text
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