Computer Engineering and Applications ›› 2010, Vol. 46 ›› Issue (31): 143-147.DOI: 10.3778/j.issn.1002-8331.2010.31.040

• 数据库、信号与信息处理 • Previous Articles     Next Articles

Direct clustering method based on vague sets

YU Jian-kun,SHEN Xiao-hu   

  1. College of Information,Yunnan University of Finance and Economics,Kunming 650221,China
  • Received:2010-06-22 Revised:2010-08-30 Online:2010-11-01 Published:2010-11-01
  • Contact: YU Jian-kun

一种Vague集上的直接聚类法

余建坤,沈小虎   

  1. 云南财经大学 信息学院,昆明 650221
  • 通讯作者: 余建坤

Abstract: Vague sets are the extend of Fuzzy sets.Some methods to construct vague similar matrices are given.The method of draw up web and the max tree method are introduced to vague sets.The concept of graph of vague relations based on the methods are presented,and the direct clustering methods based on vague sets are also given,they are method of draw up web and max tree method.Finally,using the example appeared in [1],vague transfer closure method and the vague direct clustering method are used to calculate respectively.The experimental results show that the vague direct clustering method is easy,not causing distortion of the original information,and is more effective than vague transfer closure method.

Key words: vague sets, direct clustering method, method of draw up web, max tree method

摘要: Vague集是Fuzzy集的扩展,在给出几种构造Vague集相似矩阵方法的基础上,将Fuzzy集上的编网法和最大树法引入到Vague集上,定义了Vague关系图,并给出了基于Vague集的直接聚类法:编网法和最大树法。最后使用文献[1]中的例子,分别采用Vague传递闭包法和Vague直接聚类法进行计算。实验结果表明,Vague直接聚类法计算简单,不会造成原始信息的失真,比Vague传递闭包法更加有效。

关键词: Vague集, 直接聚类法, 编网法, 最大树法

CLC Number: