Synchronization control of non-identical fuzzy cellular neural networks with mixed delays

Abstract

Abstract: The synchronization control problem of a class of non-identical fuzzy cellular neural with mixed delays is studied. Based on sliding mode control technique, a linear controller is proposed. By structuring Lyapunov function, the conditions of synchronization are derived, and they are also proved theoretically. The results of the numerical simulation also prove the validity of the controller.

Key words: fuzzy neural networks, mixed delays, sliding mode control, synchronization

摘要： 主要研究一类具有混合时滞的非恒同模糊神经网络的同步控制问题，基于滑模控制技术设计了一个线性反馈控制器，通过构造Lyapunov函数，对同步的充分条件进行了讨论，并给出了相应的理论证明.数值仿真结果证实了该控制器的有效性。

关键词: 模糊神经网络, 混合时滞, 滑模控制, 同步

WANG Qunfang, TAN Manchun, ZHENG Zhen. Synchronization control of non-identical fuzzy cellular neural networks with mixed delays[J]. Computer Engineering and Applications, 2013, 49(8): 63-66.

汪群芳，谭满春，郑珍. 混合时滞非恒同模糊神经网络的同步控制[J]. 计算机工程与应用, 2013, 49(8): 63-66.

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Synchronization control of non-identical fuzzy cellular neural networks with mixed delays

混合时滞非恒同模糊神经网络的同步控制

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