FCMGKGG模糊聚类算法

clear all
close all
path（path‘......FUZZCLUST‘）
%the data
load motorcycle.txt
data.X = motorcycle（:[1 2]）;

%parameters
param.c=4;
param.m=2;
param.e=1e-6;
param.ro=ones（1param.c）;
param.val=1;
%normalization
data=clust_normalize（data‘range‘）;
%clustering
result = FCMclust（dataparam）;
plot（data.X（:1）data.X（:2）‘b.‘result.cluster.v（:1）result.cluster.v（:2）‘ro‘）;
hold on
%draw contour-map
new.X=data.X;
eval=clusteval（newresultparam）;
%validation
result = validity（resultdataparam）;
result.validity

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----

     目录          0  2007-12-11 20:36  Demos

    ..AD...         0  2007-12-11 20:36  Demosclusteringexamples

    ..AD...         0  2007-12-11 20:36  Demosclusteringexamplesmotorcycle

     文件        542  2005-03-22 16:20  DemosclusteringexamplesmotorcycleFCMcall.m

     文件        589  2005-03-22 16:28  DemosclusteringexamplesmotorcycleGGcall.m

     文件        543  2005-03-22 16:26  DemosclusteringexamplesmotorcycleGKcall.m

     文件        408  2005-03-22 16:24  DemosclusteringexamplesmotorcycleKmeanscall.m

     文件        409  2005-03-22 16:29  DemosclusteringexamplesmotorcycleKmedoidcall.m

     文件       8086  2003-04-25 16:31  DemosclusteringexamplesmotorcycleMotorCycle.txt

    ..AD...         0  2007-12-11 20:36  Demosclusteringexamplessynthetic

     文件        499  2004-05-19 21:07  DemosclusteringexamplessyntheticFCMcall.m

     文件        598  2004-05-19 21:07  DemosclusteringexamplessyntheticGGcall.m

     文件        498  2004-05-19 21:08  DemosclusteringexamplessyntheticGKcall.m

     文件        536  2004-05-17 09:29  DemosclusteringexamplessyntheticKmeanscall.m

     文件        508  2004-05-17 09:30  DemosclusteringexamplessyntheticKmedoidcall.m

     文件        381  2004-03-14 19:08  Demosclusteringexamplessynthetic
Dexample.m

    ..AD...         0  2007-12-11 20:36  Demosclustevalexample

     文件       2952  2004-02-09 16:02  Demosclustevalexampledata2.txt

     文件        539  2005-03-22 16:30  Demosclustevalexampleevalexample.m

    ..AD...         0  2007-12-11 20:36  Demoscomparing

     文件        637  2004-05-19 21:08  DemoscomparingFCMcall.m

     文件        716  2005-03-22 16:33  DemoscomparingGGcall.m

     文件        676  2004-05-19 21:09  DemoscomparingGKcall.m

     文件        421  2004-05-13 15:01  DemoscomparingKmeanscall.m

     文件        422  2004-05-13 15:01  DemoscomparingKmedoidcall.m

     文件       3510  2004-05-13 14:27  Demoscomparingmodvalidity.m

     文件        336  2004-05-13 15:00  Demoscomparing
Dexample.m

    ..AD...         0  2007-12-11 20:36  Demos
ormexample

     文件       5705  2004-02-09 16:02  Demos
ormexampledata3.txt

     文件        373  2004-05-17 17:32  Demos
ormexample
ormexample.m

............此处省略32个文件信息