hello, I am trying to create a ga in matlab, my chromosome has 5 genes but i need to put limits into these genes. Can anyone give me a tip on how to do it? This is my code so far:
Where can i loop it to add the constraints of each gene and how would i go about doing it? thanks.
%Parameters of the GA
generations=100;
pop_size=100;
elitism=.25;
mut=.01;
%lower number
l_number=5;
%larger number
h_number=600;
%length of the chromosome
lengthofvector=5;
%generate initial population
[ pop ] = pop_gen(pop_size, l_number,h_number,lengthofvector );
%evaluate the sum of each chromosome (objective value)
[ OB] = evaluation( pop )
for i=1:generations
%Rank solutions
[ ranked_sol ] = rank_solutions( pop,OB );
%get Elite Solutions
elit_sol= ranked_sol(1:round(pop_size*elitism),:)
%get childs
[children] = reproduction(ranked_sol,pop_size,elitism );
%mutation
[children]=mutation(children,mut);
pop=[elit_sol;children];
[ OB] = evaluation( pop );
localmin(i)=min(OB);
end
[ ranked_sol ] = rank_solutions( pop,OB );
bestsol=ranked_sol(1,:)
best_value=localmin(end)
