A fixed step distributed proximal gradient push‐pull algorithm based on integral quadratic constraint

In order to solve the distributed optimization problem with smooth + nonsmooth structure of the objective function on unbalanced directed networks, this article uses the proximal operator to deal with the nonsmooth part of the objective function, and designs and analyzes the fixed step proximal grad...

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Bibliographic Details
Published in:	Optimal control applications & methods Vol. 44; no. 5; pp. 2693 - 2707
Main Authors:	Gao, Wenhua, Xie, Yibin, Ren, Hongwei
Format:	Journal Article
Language:	English
Published:	Glasgow Wiley Subscription Services, Inc 01.09.2023
Subjects:	Algorithms Convergence Linear matrix inequalities Linear programming Mathematical analysis Operators (mathematics) Optimization Upper bounds
ISSN:	0143-2087, 1099-1514
Online Access:	Get full text
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