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Exponential synchronization of stochastic perturbed complex networks with time-varying delays via periodically intermittent pinning

机译:随机扰动的复杂网络的指数同步通过时断时续的时变延迟

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摘要

In this paper, the exponential synchronization is investigated for stochastic complex networks with time-varying delays via periodically intermittent pinning control. By utilizing the Lyapunov stability theory, stochastic analysis theory as well as linear matrix inequalities (LMI), the sufficient conditions are derived to guarantee the exponential synchronization. Furthermore, the complex networks considered in this paper are more general than the models in previous works. Therefore, the application scope is enlarged. And the result is computationally efficient for the obtained condition. The numerical simulation is provided to show the effectiveness of the theoretical results.
机译:本文通过周期性间歇的钉扎控制研究了具有时变时延的随机复杂网络的指数同步。利用Lyapunov稳定性理论,随机分析理论以及线性矩阵不等式(LMI),得出了足以保证指数同步的条件。此外,本文所考虑的复杂网络比以前的工作中的模型更通用。因此,扩大了应用范围。结果对于所获得的条件在计算上是有效的。数值模拟表明了理论结果的有效性。

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