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一类变系数混合时滞细胞神经网络的指数稳定性和周期解 被引量:1

On Exponential Stability and Periodicity of a Class of Neural Networks with Variable Coefficients and Mixed Delays
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摘要 研究具有变系数和混合时滞的细胞神经网络的稳定性和周期解问题.通过构造适当的Lyapunov函数和不等式分析技巧,以及Poincare映射,得到了关于系统的稳定性和周期解的结论.最后,给出一个例子说明定理的有效性. Global exponential stability and periodicity of a class of cellular networks with variable coefficients and delays are investigated.By applying Lyapunov function and inequality analysis and Poincare mapping,sufficient conditions are obtained.An example is given to demonstrate the effectiveness of the results.
作者 王力 周宗福
出处 《重庆工商大学学报(自然科学版)》 2010年第5期427-430,共4页 Journal of Chongqing Technology and Business University:Natural Science Edition
基金 国家自然科学基金项目(10771001) 安徽省教育厅自然科学基金项目(KJ2009A005Z)
关键词 全局指数稳定性 周期解 混合时滞 LYAPUNOV函数 global exponential stability periodic solution mixed delays Lyapunov function
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  • 1廖晓昕.细胞神经网络的数学理论(Ⅱ)[J].中国科学(A辑),1994,24(10):1037-1047. 被引量:56
  • 2卢宏涛,何振亚.带时延的细胞神经网络的无条件稳定性[J].电子学报,1997,25(1):1-4. 被引量:29
  • 3S Arik, V Tavsanoglu. Equilibrium analysis of delayed CNNs. IEEE Trans Circuits Syst I[ J ]. 1998,45(2):168- 171. 被引量:1
  • 4A Bertnan, R J Plemmons. Nonnegative matrices in the mathematical science[ M]. Academic press, New York, 1979. 被引量:1
  • 5L O Chua, L Yang. Cellular neural networks: Theory, IEEE Trans Circuits Syst I[ J]. 1988,35 (10) : 1257 - 1272. 被引量:1
  • 6H Huang, J Cao, J Wang. Global exponential stability and periodic solutions of recurrent neural networks with delays, Physics letters A[ J]. 2002,298 : 393 - 404. 被引量:1
  • 7K Li, X Zhang, Z Li. Global exponential stability of impulsive cellular neural networks with time - varying and distributed delay, Chaos, Soiltons & Fractals[J]. Available online 24 July 2008. 被引量:1
  • 8C H Lien, L Y Chung. Global asymptotic stability for cellular neural networks with discrete and distributed time - varying delays Chaos, Solitons & Fractals[ J] .2007,34(4):1213- 1219. 被引量:1
  • 9J H Park, H J Cho. A delay - dependent asymptotic stability criterion of cellular neural networks with time - varying discrete and distributed delays, Chaos & Fractals[ J]. 2007,33(2) :436 - 442. 被引量:1
  • 10J H. Park. Further result on asymptotic stability criterion of cellular neural networks with time - varying discrete and distributed delays Applied Mathematics and Computation[ J ]. 2006, 182 (2) : 1661 - 1666. 被引量:1

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  • 1彭燕妮.基于遗传算法的MPLS网络优化研究[J].重庆工商大学学报(自然科学版),2005,22(5):457-460. 被引量:3
  • 2KWLLY F P, MAULLO0 A K, TAN D K H. Rate control for communication networks:Shadow prices, proportional fairness and stability [ J ]. Operation Research Society, 1998 ( 16 ) : 237-252. 被引量:1
  • 3NESTEROV Y. Smooth minimization of nonsmooth functions [ J ]. Mathematical Program, 2005,103 ( 1 ) : 127-152. 被引量:1
  • 4ZAWA H U. Iterative methods in concave programming,in Studies in Linear and Nonlinear Programming[ M ]. Standford University Press, 1958. 被引量:1

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