基于MATLAB的GK模糊聚类算法程序设计  

The Program Designing of GK Fuzzy Clustering Based on MATLAB

作　　者：程建[1] 陆奎[1] 

机构地区：[1]安徽理工大学计算机科学与技术系,安徽淮南232001

出　　处：《安徽理工大学学报（自然科学版）》2006年第1期38-40,共3页Journal of Anhui University of Science and Technology:Natural Science

基　　金：安徽省教育厅自然科学基金资助项目(2005kj083)

摘　　要：针对MATLAB缺乏GK模糊聚类工具,对于GK模糊聚类的应用及仿真十分不便的情况设计了一系列M函数:GK cluster、cluster-norm alize及clustereval,通过这些函数对输入的数据进行规范化处理、模糊聚类并得到聚类结果,最后将这些M函数加入到MATLAB的工具箱中以便直接调用,并用聚类实例表明该程序的正确性、有效性和快捷性。It is very inconvenient to apply and simulate for GK fuzzy clustering for the absence of GK fuzzy clustering tool in MATLAB. This paper designs a series of M functions： GKcluster, clusternormalize and clustereval. These functions are used to normalize input data, practice fuzzy clustering and get the results of clustering. Finally these M functions are joined to the toolbox of MATLAB so that they can be called directly. The program shows its correctness, validity and speediness examples of clustering.

关 键 词：MATLAB GK算法 M函数 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]