Week 4.1 - Genetic Algorithm
x = ga(fun,nvars,A,b,Aeq,beq,lb,ub)x, so that a solution is found in the range lb ≤ x ≤ ub. (Set Aeq=[] and beq=[] if no linear equalities exist.)
x = ga(fun,nvars,A,b,Aeq,beq,lb,ub,nonlcon,options)options. (Set nonlcon=[] if no nonlinear constraints exist.) Create options using optimoptions.
clear all
close all
clc
% DEFINING our searchs space
x = linspace(0,0.6,150);
y = linspace(0,0.6,150);
% creating a 2D dimensional mesh
[xx yy] = meshgrid(x,y);
% evaluating the stalagmite function
for i = 1:length(xx)
for j= 1:length(yy)
input_vector(1) = xx(i,j);
input_vector(2) = yy(i,j);
f(i,j) = stalagmite(input_vector);
end
end
%surfc(xx,yy,f)
shading interp
[x, fval] = ga(@stalagmite, 2)
clear all
close all
clc
x = linspace(0,0.6,150);
y = linspace(0,0.6,150);
num_cases = 50
f = get_stalagmite(x,y);
tic
% study1_statistical behaviour
for i = 1:num_cases
[inputs,fopt(i)] = ga(@stalagmite,2);
xopt(i) = inputs(1);
yopt(i) = inputs(2);
end
study1_time = toc
igure(1)
subplot(2,1,1)
hold on
surfc(x,y,f)
shading interp
plot3(xopt,yopt,fopt,'marker','o','markersize',5,'markerfacecolor','r')
title('Unbounded_inputs')
subplot(2,1,2)
plot(fopt)
xlabel('Iterations')
ylabel('Function minimum')
please let me know how to resolve the problem in my matlab that says stalagmite as a function cannot be used in the script