Composite optimization with coupling constraints via penalized proximal gradient method in asynchronous networks

In this paper, we consider a composite optimization problem with linear coupling constraints in a multi-agent network. In this problem, the agents cooperatively optimize a strongly convex cost function which is the linear sum of individual cost functions composed of smooth and possibly non-smooth co...

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Bibliographic Details
Main Authors: Wang, Jianzheng, Hu, Guoqiang
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/170708
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Institution: Nanyang Technological University
Language: English