Neural Processing Letters ( IF 3.1 ) Pub Date : 2021-02-08 , DOI: 10.1007/s11063-020-10413-6 M. Syed Ali , M. Hymavathi
The motivation behind this paper is to explore the issue of synchronization of fractional order neutral type fuzzy cellular neural networks with state feedback control. A novel fuzzy model state feedback controller is designed. By developing Lyapunov–Krasovskii (L–K) functional, utilizing improved Jensen’s inequalities we derived sufficient conditions in terms of linear matrix inequalities (LMIs). The condition is presented in terms of LMIs, which can be easily checked by using MATLAB LMI toolbox. Finally, numerical examples are provided to show the effectiveness of the main results.
中文翻译:
离散和分布时滞的分数阶中立型模糊细胞神经网络的状态反馈控制同步
本文的目的是探讨分数阶中立型模糊细胞神经网络与状态反馈控制的同步问题。设计了一种新颖的模糊模型状态反馈控制器。通过开发Lyapunov–Krasovskii(L–K)泛函,利用改进的Jensen不等式,我们得出了关于线性矩阵不等式(LMI)的充分条件。该条件以LMI表示,可以使用MATLAB LMI工具箱轻松检查。最后,通过数值例子说明了主要结果的有效性。