A Bregman splitting scheme for distributed optimization over networks

We consider distributed optimization problems, in which a group of agents are to collaboratively seek the global optimum through peer-to-peer communication networks. The problem arises in various application areas, such as resource allocation, sensor fusion, and distributed learning. We present a ge...

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Détails bibliographiques
Auteurs principaux: Xu, Jinming, Zhu, Shanying, Soh, Yeng Chai, Xie, Lihua
Autres auteurs: School of Electrical and Electronic Engineering
Format: Journal Article
Langue:English
Publié: 2020
Sujets:
Accès en ligne:https://hdl.handle.net/10356/145279