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...

Celý popis

Podrobná bibliografia

Vydané v:	Neurocomputing (Amsterdam) Ročník 616; s. 128952
Hlavní autori:	Fang, Xianju, Zhang, Baoyong, Yuan, Deming
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.02.2025
Predmet:	Asynchronous algorithm Composite optimization Distributed optimization Gossip protocol Mirror descent Mirror descent Composite optimization Distributed optimization Asynchronous algorithm Gossip protocol
ISSN:	0925-2312
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!