模糊细胞神经网络系统鲁棒稳定性分析 |
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引用本文: | 董显正.模糊细胞神经网络系统鲁棒稳定性分析[J].佳木斯工学院学报,2011(2):225-227,231. |
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作者姓名: | 董显正 |
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作者单位: | 暨南大学数学系,广东广州510632 |
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摘 要: | 采用Lyapunov稳定理论,通过构造Lyapunov函数方法研究具有变时滞模糊神经网络系统鲁棒稳定性,给出了具有变时滞模糊神经网络系统鲁棒渐近稳定性的充分条件.
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关 键 词: | 时变时滞 模糊神经网络 鲁棒稳定性 李雅普诺夫泛函 |
Robust Stability Analysis of Fuzzy Cellular Neural Network System |
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Authors: | DONG Xian-zheng |
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Affiliation: | DONG Xian-zheng (Department of Mathematics,Jinan University,Guangzhou 510632,China) |
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Abstract: | Fuzzy neural networks with time-varying delay system was studied.By employing Lyapunov approach,some sufficient conditions were derived for the robust asymptotic stability of fuzzy neural networks with time-varying delay. |
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Keywords: | time-varying delay fuzzy neural networks robust asymptotic stability Lyapunov functional |
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