| 基于一类T-模的模糊双向联想记忆网络的稳定性分析 |
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| 引用本文： | 王春林,袁占国,杨廷鸿,汪益川. 基于一类T-模的模糊双向联想记忆网络的稳定性分析[J]. 后勤工程学院学报, 2010, 26(5): 92-96. DOI: 10.3969/j.issn.1672-7843.2010.05.018 |
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| 作者姓名： | 王春林 袁占国 杨廷鸿 汪益川 |
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| 作者单位： | 后勤工程学院基础部,重庆,401311;后勤工程学院训练部,重庆,401311;后勤工程学院科研部,重庆,401311 |
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| 摘 要： | 首先定义了max-T复合模糊算子,建立了一类基于模糊复合算子的模糊联想记忆网络——模糊双向联想记忆,然后系统地分析了该网络的性质,在Hamming距离意义下证明了该网络的平衡点（吸引子）具有Lyapunov稳定性。
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| 关 键 词： | 模糊神经网络 模糊双向联想记忆 Lyapunov稳定 |
Stability Analysis of a Class of Fuzzy Bidirectional Associative Memory Based on T-norms |
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| WANG Chun-lin,YUAN Zhan-guo,YANG Ting-hong,WANG Yi-chuan. Stability Analysis of a Class of Fuzzy Bidirectional Associative Memory Based on T-norms[J]. Journal of Logistical Engineering University, 2010, 26(5): 92-96. DOI: 10.3969/j.issn.1672-7843.2010.05.018 |
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| Authors: | WANG Chun-lin YUAN Zhan-guo YANG Ting-hong WANG Yi-chuan |
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| Affiliation: | 1.Dept.of Foundation Studies,LEU,Chongqing 401311,China;2.Dept.of Training,LEU,Chongqing 401311,China;3.Dept.of Science ＆ Research,LEU,Chongqing 401311,China) |
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| Abstract: | In this paper,a fuzzy operator of max-T is defined at first,and a fuzzy associative memory model-fuzzy bidirectional associative memory is developed,which is based on fuzzy operator of max-T.Then,the properties of this network are studied and its equilibrium point（attractor）is proved to be Lyapunov stable with Hamming distance. |
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| Keywords: | fuzzy neural networks fuzzy bidirectional associative memory Lyapunov stable |
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