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耦合网络间的有限时聚类改进投影同步

曹娟,任凤丽   

  1. 南京航空航天大学数学系, 南京 210016
  • 出版日期:2021-05-25 发布日期:2021-08-11

曹娟, 任凤丽. 耦合网络间的有限时聚类改进投影同步[J]. 系统科学与数学, 2021, 41(5): 1181-1190.

CAO Juan, REN Fengli. Cluster Modified Projective Synchronization Between Two Coupled Networks in Finite Time[J]. Journal of Systems Science and Mathematical Sciences, 2021, 41(5): 1181-1190.

Cluster Modified Projective Synchronization Between Two Coupled Networks in Finite Time

CAO Juan, REN Fengli   

  1. Department of Mathematics, Nanjing University of Aeronautics and Astronautics, Nanjing 210016
  • Online:2021-05-25 Published:2021-08-11
给出自适应控制下, 两个不同拓扑的耦合网络在有限 时实现聚类改进投影同步的充分条件. 首先, 根据聚类改进投影 同步的定义以及对角矩阵排列因子~(scaling factor), 得出误差系统的具体形式. 然后通过设计恰当的自适应控制器和李雅普诺夫函数, 在已有的引理支撑下, 得出两个不同拓扑的耦合网络之间的同步准则. 结论表明该有限时聚类改进投影同步实现的停时不仅依赖于初始时刻, 还依赖于所设计的自适应控制器的参数以及自适应更新法则. 为了使结论更具一般性, 文章对该网络仅仅加了较少的假设和限制, 从而更方便应用于实际. 最后, 通过数值模拟, 结合图中的标注验证了所给的两个具体网络的聚类改进投影同步实现的可行性.
In this paper, a sufficient condition for two coupled networks with distinct topologies to achieve cluster modified projective synchronization in finite time is presented under adaptive control. Firstly, according to the definition of cluster modified projective synchronization and diagonal matrix scaling factor, the concrete form of the error system is obtained. Then by designing the appropriate adaptive controller and Lyapunov function, we obtain the synchronization criterion between the two coupled networks with distinct topologies, which is supported by the available lemmas. It is easy to see that the settling time of the cluster modified projective synchronization depends not only on the initial time, but also on the parameters of the designed adaptive controllers and the adaptive updating rules. In order to make the conclusion more general, we only make few assumptions and restrictions on the networks. Finally, the feasibility of cluster modified projective synchronization is easily verified by numerical simulation together with the notes in the diagram.
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