非线性系统
控制理论(社会学)
协议(科学)
多智能体系统
计算机科学
方案(数学)
人工神经网络
共识
数学优化
控制(管理)
数学
人工智能
物理
量子力学
医学
数学分析
病理
替代医学
作者
Wencheng Zou,Peng Shi,Zhengrong Xiang,Yan Shi
标识
DOI:10.1109/tnnls.2019.2920880
摘要
In this brief, the practical finite-time consensus (FTC) problem is investigated for the second-order heterogeneous switched nonlinear multi-agent systems (MASs), where the subsystems and the switching signal for each agent are different. Mainly due to that agents' dynamics are switched and the unknown nonlinearities in the systems are more general, the practical FTC problem of the MASs is rather difficult to be solved by existing methods. As such, a new protocol design framework for the FTC problem is developed. Then, a novel adaptive protocol is proposed for the switched nonlinear MASs based on the developed design framework and the neural network method. The sufficient conditions for the practical FTC of nonlinear MASs under arbitrary switching are given. Finally, a numerical example is presented to demonstrate the effectiveness of the proposed control scheme.
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