Effacer les filtres
Effacer les filtres

genetic algorithm

10 vues (au cours des 30 derniers jours)
Kugen Raj
Kugen Raj le 29 Mar 2012
im new to the genetic algorithm. here is a sample code of a genetic algorithm for an antenna array.
%This is a simple genetic algorithm written in MATLAB
N=8; %number of bits in a gene
M=N; %number of genes
last=20; %number of iterations
M2=M/2;
%creates M random genes having N bits
Gene=round(rand(M,N)); %gene is an MxN matrix
for ib=1:last
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% cost=function (Gene) %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%ranks results and discards bottom 50%
[cost,ind]=sort(cost); %sorts costs from best to worst
Gene=Gene(ind(l:M2),:); %sorts Gene according to costs and discard bottom half.
%mate
cross=ceil((N-l)+rand(M2,1)); %selects random cross over points
%pairs genes and swaps binary digits to the right of the
%cross over points to form the offspring
for ic=1:2:M2
Gene (M2+ic,1:cross)= Gene (ic,1:cross) ;%offspring #1
Gene (MZ+ic,cross+l:N)=Gene (ic+l,cross+l:N) ;
Gene (M2+ic+l,1 :cross)=Gene (ic+l,1:cross) ;%offspring #2
Gene (M2+ic+l,cross+l:N)=Gene (ic,cross+l:N) ;
end
% mutate
ix=ceil (M*rand) ;% randam gene
iy=ceil (N*rand) ;% randam bit in gene
Gene(ix,iy)=l-Gene(ix,iy);% mutate bit iy in gene ix
end %for ib-1:last
how can I identify that this a binary or decimal genetic algorithm.

Réponses (1)

Thomas
Thomas le 29 Mar 2012
I would guess Binary, since your gene is binary encoded..
  1 commentaire
Kugen Raj
Kugen Raj le 29 Mar 2012
how cn I manipulate this into decimal encoding GA? what do I need to change.

Connectez-vous pour commenter.

Produits

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by