首页 | 本学科首页   官方微博 | 高级检索  
     检索      

基于核函数的混合C均值聚类算法
引用本文:周巧萍,潘晋孝,杨明.基于核函数的混合C均值聚类算法[J].模糊系统与数学,2008,22(6).
作者姓名:周巧萍  潘晋孝  杨明
作者单位:中北大学,理学院,数学系,山西,太原,030051
基金项目:山西省自然科学基金资助项目 , 山西省研究生创新项目  
摘    要:提出了一种基于核函数的混合C均值聚类算法.首先利用模糊C均值聚类算法和另一种类型的可能性C均值聚类算法的优点,设计出一种混合C均值聚类算法.然而鉴于该算法存在的不足,本文将Mercer核函数引入到该算法中,仿真实验结果证实了该方法的可行性和有效性.

关 键 词:核函数  混合C均值聚类  可能性C均值聚类

Hybrid C-means Clustering Algorithm Based on the Kernel Function
ZHOU Qiao-ping,PAN Jin-xiao,YANG Ming.Hybrid C-means Clustering Algorithm Based on the Kernel Function[J].Fuzzy Systems and Mathematics,2008,22(6).
Authors:ZHOU Qiao-ping  PAN Jin-xiao  YANG Ming
Institution:ZHOU Qiao-ping,PAN Jin-xiao,YANG Ming (Dept.of Mathematics,College of Science,North University of China,Taiyuan 030051,China)
Abstract:A hybrid C-means clustering algorithm based on the kernel function was presented in this paper.Firstly,the advantages of fuzzy C-means clustering algorithm and another possibilistic C-means clustering algorithm were utilized to design a new hybrid C-means clustering algorithm accordingly in this paper.And then on account of the lack of the algorithm,this paper would introduce Mercer kernel function into the algorithm,so the clustering was better performed.The results of simulation experiments show the feasi...
Keywords:Kernel Function  Hybrid C-means Clustering  Possibilistic C-means Clustering  
本文献已被 CNKI 维普 万方数据 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号