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具有非 Lipschitz 右端的线性耦合动力系统网络同步的新条件。

New conditions on synchronization of networks of linearly coupled dynamical systems with non-Lipschitz right-hand sides.

机构信息

Key Laboratory of Nonlinear Mathematics Science, School of Mathematical Sciences, Fudan University, Shanghai 200433, PR China.

出版信息

Neural Netw. 2012 Jan;25(1):5-13. doi: 10.1016/j.neunet.2011.07.007. Epub 2011 Aug 6.

Abstract

In this paper, we study synchronization of networks of linearly coupled dynamical systems. The node dynamics of the network can be very general, which may not satisfy the QUAD condition. We derive sufficient conditions for synchronization, which can be regarded as extensions of previous results. These results can be employed to networks of coupled systems, of which, in particular, the node dynamics have non-Lipschitz or even discontinuous right-hand sides. We also give several corollaries where the synchronization of some specific non-QUAD systems can be deduced. As an application, we propose a scheme to realize synchronization of coupled switching systems via coupling the signals which drive the switchings. Examples with numerical simulations are also provided to illustrate the theoretical results.

摘要

在本文中,我们研究了线性耦合动力系统网络的同步问题。网络的节点动态可以非常一般,可能不满足 QUAD 条件。我们推导出了同步的充分条件,这些条件可以看作是先前结果的扩展。这些结果可用于耦合系统的网络,特别是节点动态具有非 Lipschitz 甚至不连续的右导数。我们还给出了几个推论,从中可以推导出某些特定非 QUAD 系统的同步。作为应用,我们提出了一种通过耦合驱动切换的信号来实现耦合切换系统同步的方案。还提供了数值模拟示例来说明理论结果。

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