| 一种改进的计算机辅助模糊聚类方法 |
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| 引用本文： | 高飞,潘双夏,冯培恩.一种改进的计算机辅助模糊聚类方法[J].中国机械工程,2003,14(24):2093-2095. |
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| 作者姓名： | 高飞 潘双夏 冯培恩 |
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| 作者单位： | [1]浙江大学机械与能源工程学院博士研究生，杭州市310027 [2]浙江大学机械与能源工程学院教授、博士研究生导师 |
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| 基金项目： | 浙江省自然科学基金资助项目(501123) |
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| 摘 要： | 在机电产品的计算机辅助模块化设计中，引入模糊聚类分析方法用于定量的模块划分。在实际应用中，传统模糊聚类方法不仅效率低，而且不易程序化，难以操作，特别是在模糊相似矩阵的阶数比较大的情况下。为此，在改进的传递闭包法的基础上，提出了一种逐行合取的模糊聚类方法，简单实用。
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| 关 键 词： | 模块化设计 相似矩阵 模糊聚类 逐行合取 传递闭包 计算机辅助设计 机电产品 |
| 文章编号： | 1004-132X(2003)24-2093-03 |
An Improved Method of Computer-Aided Fuzzy Clustering |
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| Gao fei,Pan Shuangxia,Feng Peien Zhejiang University,Hangzhou,China.An Improved Method of Computer-Aided Fuzzy Clustering[J].China Mechanical Engineering,2003,14(24):2093-2095. |
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| Authors: | Gao fei Pan Shuangxia Feng Peien Zhejiang University Hangzhou China |
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| Abstract: | During Computer -- Aided Modular Designing of Mechano -- Electronic Products, the method offuzzy clustering was applied for module partition. In prac-tice, an improved fuzzy clustering method named Con-junction Row by Row was put forward based on the con-ventional method of fuzzy clustering,and the step of fuzzyclustering was discussed based on the improved fuzzyclustering method. Finally,the method is proved that it iseasily applied and is practicable by means of an instanceof module partition of an impact electric drill. |
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| Keywords: | modular design similar matrix fuzzy clustering conjunction row by row transitive closure |
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