| An Interval-valued Fuzzy Competitive Neural Network |
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| 引用本文： | 邓冠男 邹开其. An Interval-valued Fuzzy Competitive Neural Network[J]. 东华大学学报(英文版), 2006, 23(6): 137-140 |
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| 作者姓名： | 邓冠男 邹开其 |
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| 作者单位： | College of Information Engineering, Dalian University, Dalian 116622 |
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| 摘 要： | Because interval value is quite natural in clustering, an interval-valued fuzzy competitive neural network is proposed. Firstly, this paper proposes several definitions of distance relating to interval number. And then, it indicates the method of preprocessing input data, the structure of the network and the learning algorithm of the interval-valued fuzzy competitive neural network. This paper also analyses the principle of the learning algorithm. At last, an experiment is used to test the validity of the network.
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| 关 键 词： | 模糊神经系统 计算方法 信息处理 评估方法 |
| 收稿时间： | 2006-08-20 |
An Interval-valued Fuzzy Competitive Neural Network |
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| DENG Guan-nan,ZOU Kai-qi. An Interval-valued Fuzzy Competitive Neural Network[J]. Journal of Donghua University, 2006, 23(6): 137-140 |
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| Authors: | DENG Guan-nan ZOU Kai-qi |
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| Affiliation: | College of Information Engineering, Dalian University, Dalian 116622 |
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| Abstract: | Because interval value is quite natural in clustering, an interval-valued fuzzy competitive neural network is proposed. Firstly, this paper proposes several definitions of distance relating to interval number. And then, it indicates the method of preprocessing input data, the structure of the network and the learning algorithm of the interval-valued fuzzy competitive neural network. This paper also analyses the principle of the learning algorithm. At last, an experiment is used to test the validity of the network. |
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| Keywords: | fuzzy competitive neural network interval value distance |
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