{"title":"马尔可夫切换拓扑非线性异构多智能体系统的可达集综合","authors":"Zhihao Shen, Liang Zhang, Ning Zhao","doi":"10.1016/j.jfranklin.2025.107770","DOIUrl":null,"url":null,"abstract":"<div><div>This study addresses the problem of reachable set synthesis for nonlinear leaderless heterogeneous multi-agent systems (NLHMASs) under Markov switching topologies. Currently, there exists a paucity of relevant studies on NLHMASs under Markov switching topologies. However, the communication topologies of NLHMASs plays a crucial role in their collaboration, and Markov switching topologies capture the randomness of communication more effectively than fixed topologies. Motivated by this gap, the NLHMASs under Markov switching topologies are considered in this paper, and a consensus protocol in the form of proportional derivative state feedback is designed. Then, by applying Lyapunov functional theory, sufficient conditions described in the form of linear matrix inequalities (LMIs) are derived to guarantee that the reachable set of the systems is bounded by a compact ellipsoid. To increase the feasibility of solutions for LMIs in the sufficient conditions, the free-weighting matrix method is used. However, the introduction of the free-weighting matrix leads to a problem of matrix coupling. To solve this problem effectively, the gains are obtained by using the matrix transformation technique. The validity of the theoretical results is finally verified by a numerical example and practical verification.</div></div>","PeriodicalId":17283,"journal":{"name":"Journal of The Franklin Institute-engineering and Applied Mathematics","volume":"362 12","pages":"Article 107770"},"PeriodicalIF":4.2000,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Reachable set synthesis of nonlinear heterogeneous multi-agent systems with Markov switching topologies\",\"authors\":\"Zhihao Shen, Liang Zhang, Ning Zhao\",\"doi\":\"10.1016/j.jfranklin.2025.107770\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study addresses the problem of reachable set synthesis for nonlinear leaderless heterogeneous multi-agent systems (NLHMASs) under Markov switching topologies. Currently, there exists a paucity of relevant studies on NLHMASs under Markov switching topologies. However, the communication topologies of NLHMASs plays a crucial role in their collaboration, and Markov switching topologies capture the randomness of communication more effectively than fixed topologies. Motivated by this gap, the NLHMASs under Markov switching topologies are considered in this paper, and a consensus protocol in the form of proportional derivative state feedback is designed. Then, by applying Lyapunov functional theory, sufficient conditions described in the form of linear matrix inequalities (LMIs) are derived to guarantee that the reachable set of the systems is bounded by a compact ellipsoid. To increase the feasibility of solutions for LMIs in the sufficient conditions, the free-weighting matrix method is used. However, the introduction of the free-weighting matrix leads to a problem of matrix coupling. To solve this problem effectively, the gains are obtained by using the matrix transformation technique. The validity of the theoretical results is finally verified by a numerical example and practical verification.</div></div>\",\"PeriodicalId\":17283,\"journal\":{\"name\":\"Journal of The Franklin Institute-engineering and Applied Mathematics\",\"volume\":\"362 12\",\"pages\":\"Article 107770\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-06-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of The Franklin Institute-engineering and Applied Mathematics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0016003225002637\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Franklin Institute-engineering and Applied Mathematics","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0016003225002637","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
Reachable set synthesis of nonlinear heterogeneous multi-agent systems with Markov switching topologies
This study addresses the problem of reachable set synthesis for nonlinear leaderless heterogeneous multi-agent systems (NLHMASs) under Markov switching topologies. Currently, there exists a paucity of relevant studies on NLHMASs under Markov switching topologies. However, the communication topologies of NLHMASs plays a crucial role in their collaboration, and Markov switching topologies capture the randomness of communication more effectively than fixed topologies. Motivated by this gap, the NLHMASs under Markov switching topologies are considered in this paper, and a consensus protocol in the form of proportional derivative state feedback is designed. Then, by applying Lyapunov functional theory, sufficient conditions described in the form of linear matrix inequalities (LMIs) are derived to guarantee that the reachable set of the systems is bounded by a compact ellipsoid. To increase the feasibility of solutions for LMIs in the sufficient conditions, the free-weighting matrix method is used. However, the introduction of the free-weighting matrix leads to a problem of matrix coupling. To solve this problem effectively, the gains are obtained by using the matrix transformation technique. The validity of the theoretical results is finally verified by a numerical example and practical verification.
期刊介绍:
The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.