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Frontiers of Information Technology & Electronic Engineering
ISSN 2095-9184 (print), ISSN 2095-9230 (online)
2021 Vol.22 No.1 P.120-133
Consensus of multi-agent systems with dynamic join characteristics under impulsive control
Abstract: We study how to achieve the state consensus of a whole multi-agent system after adding some new agent groups dynamically in the original multi-agent system. We analyze the feasibility of dynamically adding agent groups under different forms of network topologies that are currently common, and obtain four feasible schemes in theory, including one scheme that is the best in actual industrial production. Then, we carry out dynamic modeling of multi-agent systems for the best scheme. Impulsive control theory and Lyapunov stability theory are used to analyze the conditions so that the whole multi-agent system with dynamic join characteristics can achieve state consensus. Finally, we provide a numerical example to verify the practicality and validity of the theory
Key words: Multi-agent system, Network topology, Impulsive input, Dynamic join characteristics, State consensus
胡翔1，张祖凡1，李传东2
1重庆邮电大学通信与信息工程学院，中国重庆市，400065
2西南大学电子与信息工程学院，重庆市非线性电路与智能信息处理重点实验室，中国重庆市，400715
摘要：研究在原有多智能体系统中动态加入一些新智能体组后如何实现整个多智能体系统的状态一致性。分析在当前常见的不同网络拓扑形式下动态加入智能体组的可行性，并从理论上获得4种可行方案，其中一种方案在实际工业生产中是最佳的。然后，针对最佳方案进行多智能体系统的动力学建模。采用脉冲控制理论和李雅普诺夫稳定性理论，分析具有动态加入特性的多智能体系统实现状态一致的条件。最后，提供一个数值例子验证本文理论的实用性和有效性。
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DOI:
10.1631/FITEE.2000062
CLC number:
TP273
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On-line Access:
2024-08-27
Received:
2023-10-17
Revision Accepted:
2024-05-08
Crosschecked:
2020-09-28