example.m

这是一个关于核模糊聚类算法的例子希望有用

data = rand(100,2);
[center,U,obj_fcn] = KFCMClust(data,2);
plot(data(:,1), data(:,2),'o');
hold on;
maxU = max(U);
index1 = find(U(1,:) == maxU);
index2 = find(U(2,:) == maxU);
line(data(index1,1),data(index1,2),'marker','*','color','g');
line(data(index2,1),data(index2,2),'marker','*','color','r');
plot([center([1 2],1)],[center([1 2],2)],'*','color','k')
hold off;