| 改进的F-ISODATA聚类算法在ANFIS建模中的应用 |
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| 引用本文： | 陈映果.改进的F-ISODATA聚类算法在ANFIS建模中的应用[J].荆门职业技术学院学报,2011,26(2):17-20,37. |
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| 作者姓名： | 陈映果 |
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| 作者单位： | 厦门华厦职业学院理工部,福建,厦门,361005 |
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| 摘 要： | 文章介绍了模糊ISODATA聚类分析的算法及其改进算法,并以此对基因序列聚类进行实验分析。对基于模糊ISODATA聚类分析的神经模糊建模方法进行了介绍,并以此对电动汽车的蓄电池剩余电量进行了知识建模,得到了较好的结果。
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| 关 键 词： | ANFIS 模糊ISODATA 蓄电池荷电状态 聚类分析 |
The Application of Improved Fuzzy ISODATA Clustering Algorithm in ANFIS |
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| CHEN Ying-guo.The Application of Improved Fuzzy ISODATA Clustering Algorithm in ANFIS[J].Journal of Jingmen Vocational Technical College,2011,26(2):17-20,37. |
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| Authors: | CHEN Ying-guo |
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| Institution: | CHEN Ying-guo(Xiamen Huaxia Vocational College,Xiamen,Fujian,361005,China) |
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| Abstract: | The paper introduced the fuzzy ISODATA clustering algorithm and its improved algorithm firstly.and thus gene sequence cluster was analyzed by experiments.Then the neural fuzzy modeling method based on fuzzy ISODATA cluster analysis was introduced.And the knowledge modeling based on such methods for battery power of electric car was presented.The better results were obtained. |
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| Keywords: | ANFIS |
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