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Fuzzy ISODATA聚类分析方法的设计
Design of a Fuzzy ISODATA Clustering Analyzing Algorithm
【摘要】 文章探讨了模糊ISODATA方法的基本思想、基本原理和实现的具体步骤,设计了可行ISODATA算法,对模糊ISODATA方法的参数m、分类数c、初始分类矩阵U(0)和ε的取值对最优软划分矩阵的影响分析,对ISODATA算法的改进,使之理论上更加严谨,在应用时分类更加准确。
【Abstract】 This article studied the method’s basic thought,basic principle of Fuzzy ISODATA with the concrete step,expatiated the effects of the parameters of the fuzzy ISODATA method,such as m,classification number c,the preliminary classified matrix U(0) and ε to influence the superior soft demarcations matrix,and improvement of Fuzzy ISODATA method,to make it more theoretically and more accurate in application of the method.
- 【文献出处】 计算机与数字工程 ,Computer & Digital Engineering , 编辑部邮箱 ,2009年06期
- 【分类号】TP18
- 【被引频次】13
- 【下载频次】302