多智能体系统
代数连通性
共识
计算机科学
生成树
李雅普诺夫函数
有向图
图论
网络拓扑
代数数
非线性系统
数学
拓扑(电路)
代数图论
控制理论(社会学)
图形
拉普拉斯矩阵
数学优化
强连通分量
理论计算机科学
控制(管理)
离散数学
人工智能
组合数学
物理
数学分析
操作系统
量子力学
作者
Wenwu Yu,Guanrong Chen,Ming Cao,Jürgen Kurths
出处
期刊:IEEE transactions on systems, man, and cybernetics
[Institute of Electrical and Electronics Engineers]
日期:2010-06-01
卷期号:40 (3): 881-891
被引量:989
标识
DOI:10.1109/tsmcb.2009.2031624
摘要
This paper considers a second-order consensus problem for multiagent systems with nonlinear dynamics and directed topologies where each agent is governed by both position and velocity consensus terms with a time-varying asymptotic velocity. To describe the system's ability for reaching consensus, a new concept about the generalized algebraic connectivity is defined for strongly connected networks and then extended to the strongly connected components of the directed network containing a spanning tree. Some sufficient conditions are derived for reaching second-order consensus in multiagent systems with nonlinear dynamics based on algebraic graph theory, matrix theory, and Lyapunov control approach. Finally, simulation examples are given to verify the theoretical analysis.
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