Analysis and pinning control for passivity of multi-weighted complex dynamical networks with fixed and switching topologies

Analysis and pinning control for passivity of multi-weighted complex dynamical networks with fixed and switching topologies
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具有固定和开关拓扑的多权重复杂动态网络的无源性分析和钉扎控制

DOI:
10.1016/j.neucom.2017.09.037
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发表时间:
2018
期刊:
影响因子:
6
通讯作者:
Shun-Yan Ren
Shun-Yan Ren
中科院分区:
计算机科学2区
文献类型:
--
作者:
Xiao-Xiao Zhang;Jin-Liang Wang;Yan-Li Huang;Shun-Yan Ren

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本文分别讨论了多权重复杂动态网络的无源性和钉住无源性。利用李雅普诺夫泛函方法,建立了具有固定拓扑和多权值的复杂动态网络的若干无源准则。此外,在所设计的固定自适应状态反馈控制器下,得到了保证多权重固定拓扑复杂动态网络无源性的一些充分条件。在此基础上,用类似的方法推导了具有切换拓扑和多权值的复杂动态网络的无源性和钉住无源性准则。最后给出了两个数值算例和仿真结果,验证了所得无源准则的正确性。
In this paper, we respectively discuss passivity and pinning passivity of multi-weighted complex dynamical networks. By employing Lyapunov functional approach, several passivity criteria for the complex dynamical network with fixed topology and multi-weights are established. In addition, under the designed pinning adaptive state feedback controller, some sufficient conditions are obtained to ensure the passivity of the multi-weighted complex dynamical network with fixed topology. Furthermore, similar methods are used to derive several criteria for passivity and pinning passivity of complex dynamical networks with switching topology and multi-weights. Finally, two numerical examples with simulation results are given to show the correctness of the obtained passivity criteria.
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