LSSVM Clustering based on ASAF

[其他]代码库

while gen<=MAXGEN
    gen
    for i=1:fishnum
        [X,Y]=AF_swarm(X,i,visual,step,delta,try_number,rang,Y,XY);         
        [X,Y]=AF_follow(X,i,visual,step,delta,try_number,rang,Y,XY);
    end
    [minY,index]=min(Y);
     if minY<best_Y(gen)
         best_X=X(index(1),:);
         best_Y(gen+1)=minY;
     else
         best_Y(gen+1)=best_Y(gen);
     end
    gen=gen+1;
end

[N,M]=size(XY);
TX=XY(:,1:M-1);
TY=XY(:,M);
CX=TX;
CY=TY;

type = 'function estimation';
[alpha,b] = trainlssvm({TX,TY,type,gam,sig2,'RBF_kernel'});
YY=simlssvm({TX,TY,type,gam,sig2,'RBF_kernel','preprocess'},{alpha,b},CX);