select.m

来自「多智能体工具包」· M 代码 · 共 39 行

function [newchrom,fitmax,IsBreak]=select(criteria,chrom)
% SELECT	Select the best chromosomes for next generation based on the criteria.

%     Copyright (c) 1998-2000 Jiming Liu and Jianbing Wu

[pop bitlength]=size(chrom);
fit=[];
%calculate fitness
[fit,fitot]=callfitn(criteria,chrom);  

for chromnum=1:pop
  sval(chromnum)=sum(fit(1,1:chromnum));
end
%select according to fitness by probability

% Remain a most optimal population.
% if change it ,the loop variable should be i=1:pop
[fitmax,Pos]=max(fit);
parname=Pos;

for i=1:pop-1
  rval=fitot*rand;
  if rval<=sval(1)
    parname=[parname 1];
  else
    for j=1:pop-1
      sl=sval(j);    % Left value for comparing
      su=sval(j+1);  % Right value for comparing
      if (rval>sl) & (rval<=su)
         parname=[parname j+1];
         break;
      end
    end
  end	
end
newchrom(1:pop,:)=chrom(parname,:);

IsBreak=isbreak(newchrom);