Distributed Generalized Nash Equilibrium Seeking for Linear Systems Over a Switching Network.

IF 9.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Xiongnan He,Zongli Lin
{"title":"Distributed Generalized Nash Equilibrium Seeking for Linear Systems Over a Switching Network.","authors":"Xiongnan He,Zongli Lin","doi":"10.1109/tcyb.2025.3579958","DOIUrl":null,"url":null,"abstract":"This article concerns distributed generalized Nash equilibrium (GNE) seeking in an N-player game with linear dynamics over a jointly strongly connected switching network. The main challenge of this problem is the design of appropriate updating laws that ensure convergence under a jointly strongly connected switching network. Such a design must also respect inequality constraints and address the complexity of linear dynamics. Projection-based pseudo-gradient method is proposed to seek the GNE while satisfying both the individual and the shared inequality constraints. Furthermore, the jointly strongly connected switching network, which may be disconnected at any time instant, entails resorting to the generalized Barbalat's lemma in the convergence analysis. We also discuss an application to doubly fed induction generators (DFIGs) subject to total power limitations and individual power ranges, providing simulation results to verify the proposed algorithm.","PeriodicalId":13112,"journal":{"name":"IEEE Transactions on Cybernetics","volume":"697 1","pages":""},"PeriodicalIF":9.4000,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Cybernetics","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1109/tcyb.2025.3579958","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

This article concerns distributed generalized Nash equilibrium (GNE) seeking in an N-player game with linear dynamics over a jointly strongly connected switching network. The main challenge of this problem is the design of appropriate updating laws that ensure convergence under a jointly strongly connected switching network. Such a design must also respect inequality constraints and address the complexity of linear dynamics. Projection-based pseudo-gradient method is proposed to seek the GNE while satisfying both the individual and the shared inequality constraints. Furthermore, the jointly strongly connected switching network, which may be disconnected at any time instant, entails resorting to the generalized Barbalat's lemma in the convergence analysis. We also discuss an application to doubly fed induction generators (DFIGs) subject to total power limitations and individual power ranges, providing simulation results to verify the proposed algorithm.
交换网络上线性系统的分布广义纳什均衡寻求。
研究了联合强连接交换网络上n人线性博弈的分布式广义纳什均衡问题。该问题的主要挑战是设计适当的更新律,以确保在联合强连接交换网络下的收敛性。这样的设计还必须尊重不等式约束,并解决线性动力学的复杂性。提出了一种基于投影的伪梯度方法,在满足个体不等式约束和共享不等式约束的情况下求GNE。此外,对于在任意时刻都可能断开的联合强连接交换网络,需要在收敛分析中使用广义Barbalat引理。我们还讨论了受总功率限制和单个功率范围限制的双馈感应发电机(DFIGs)的应用,并提供仿真结果来验证所提出的算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
IEEE Transactions on Cybernetics
IEEE Transactions on Cybernetics COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
25.40
自引率
11.00%
发文量
1869
期刊介绍: The scope of the IEEE Transactions on Cybernetics includes computational approaches to the field of cybernetics. Specifically, the transactions welcomes papers on communication and control across machines or machine, human, and organizations. The scope includes such areas as computational intelligence, computer vision, neural networks, genetic algorithms, machine learning, fuzzy systems, cognitive systems, decision making, and robotics, to the extent that they contribute to the theme of cybernetics or demonstrate an application of cybernetics principles.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信