Distributed Algorithm Over Time-Varying Unbalanced Graphs for Optimization Problem Subject to Multiple Local Constraints

This article addresses the optimization problem with its global objective function being composed of multiple convex functions under multiple nonidentical local constraints. The specific purpose is to resolve the studied optimization problem in a distributed manner in the presence of the time-varyin...

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Bibliographic Details

Published in:	IEEE transactions on control of network systems Vol. 12; no. 1; pp. 387 - 402
Main Authors:	Liu, Hongzhe, Yu, Wenwu, Wen, Guanghui, Zheng, Wei Xing
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.03.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Constraints Control systems Convergence Directed graphs Distributed algorithms Distributed optimization algorithm improved push–pull framework Linear programming multiple local constraints Network systems Numerical simulation Optimization time-varying unbalanced graphs Vectors
ISSN:	2325-5870, 2372-2533
Online Access:	Get full text
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