A Predefined-Time Consensus Algorithm of Multi-Agent System for Distributed Constrained Optimization

This article proposes a multi-agent system with predefined-time consensus to solve distributed optimization problem subject to inconsistent constraint sets. Under some derived conditions, the predefined-time consensus of multi-agent system is guaranteed. Meanwhile, the states of agents are convergen...

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Bibliographic Details

Published in:	IEEE transactions on network science and engineering Vol. 11; no. 1; pp. 957 - 968
Main Authors:	Li, Kaixuan, Hu, Qilong, Liu, Qingshan, Zeng, Zhigang, Cheng, Fan
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.01.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms communication network Constraints Convergence distributed constrained optimization fixed-time consensus Linear programming multi-agent system Multi-agent systems Multiagent systems Optimal solution Optimization Privacy Resource management Sensors
ISSN:	2327-4697, 2334-329X
Online Access:	Get full text
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