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具有限分布时滞的模糊BAM神经网络模型概周期解的存在性及指数稳定性 被引量：2

Existence and exponential stability of almost periodic solution for fuzzy BAM neural networks with finite distributed delays
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摘要 利用指数二分法和不动点定理,得到了含有限分布时滞的模糊BAM细胞神经网络概周期解存在性的充分条件,通过构造李雅普诺夫函数和Yang不等式,得到了概周期解的全局指数稳定性. Using exponential dichotomy and the fixed point theory,we construct suitable Lyapunov functional and Yang inequality and obtain some sufficient conditions to ensure the existence and globally exponential stability of almost periodic solution for fuzzy bi-directional associative memory （BAM） neural networks with finite distributed delays.
作者 杜瑞霞 刘萍
机构地区 云南大学数学与统计学院
出处 《云南大学学报（自然科学版）》 CAS CSCD 北大核心 2010年第4期378-384,391,共8页 Journal of Yunnan University(Natural Sciences Edition)
基金 云南省自然科学基金资助项目(2007A159M) 云南省教育厅科学研究基金资助项目(k1050559)
关键词 概周期解 模糊神经网络 全局指数稳定 指数二分法 不动点定理 分布时滞 almost periodic solution fuzzy cellular neural networks globally exponential stability exqonential dichotomy fixed pointtheory distributed delay
分类号 O175.1 [理学—基础数学]
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参考文献15

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二级参考文献21

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共引文献12

同被引文献25

  • 1陈畴镛,吴国财.产业集群与第三方物流的共生模型及稳定性分析[J].杭州电子科技大学学报（社会科学版）,2007,3(4):16-20. 被引量：6
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云南大学学报（自然科学版）
2010年 第4期

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