필터 지우기
필터 지우기

find minimum of math function with genetic algorithm in matlab, I know matlab have toolbox for GA but I want achive it programmically

조회 수: 1 (최근 30일)
main.m
global population;
global fitness;
global popsize;
format bank;
popsize=50;
report=zeros(popsize,2);
selected=ones(1,50);
fitness=zeros(1,50);
population = randi([0 1], 50, 10);
for j=1:popsize
calFitness();
for i=1:popsize
selected(1,i)=(rol_wheel(fitness));
end;
population =recombin(population,selected);
report(j,:)=[min(fitness),mean(fitness)];
end
calFintess.m
function [] = calFitness( )
%UNTITLED2 Summary of this function goes here
% Detailed explanation goes here
global population;
global fitness;
global popsize;
%population=population.*2;
for i=1:popsize
x=bin2dec(num2str(population(i,:)))/2;
fitness(1,i)= abs(x*sin(sqrt(abs(x))));
%disp(fitness);
end
%disp();
rol_wheel
% ---------------------------------------------------------
% Roulette Wheel Selection Algorithm. A set of weights
% represents the probability of selection of each
% individual in a group of choices. It returns the index
% of the chosen individual.
% Usage example:
% fortune_wheel ([1 5 3 15 8 1])
% most probable result is 4 (weights 15)
% ---------------------------------------------------------
function choice = rol_wheel(weights)
accumulation = cumsum(weights);
p = rand() * accumulation(end);
chosen_index = -1;
for index = 1 : length(accumulation)
if (accumulation(index) > p)
chosen_index = index;
break;
end
end
%keyboard
choice = chosen_index;
recombine
function pop = recombin( popu,selected )
global popsize;
pop=zeros(50,10);
for i=1:popsize/2
rc=randi([1,10]);
for j=1:10
pop(i,1:rc-1)=popu(selected(i),1:rc-1);
pop(i,rc:end)=popu(selected(i+25),rc:end);
pop(i+25,1:rc-1)=popu(selected(i+25),1:rc-1);
pop(i+25,rc:end)=popu(selected(i),rc:end);
%keyboard
end
end
end
want to find minimum of function with this file what modification needed now

답변 (0개)

카테고리

Help CenterFile Exchange에서 Genetic Algorithm에 대해 자세히 알아보기

제품

Community Treasure Hunt

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

Start Hunting!

Translated by