Grey Wolf optimizer in matlab

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okoth ochola
okoth ochola el 29 de En. de 2023
Respondida: Steven Lord el 29 de En. de 2023
Hi, I am trying to write matlab code for grey wolf optimization. I would want to use it to obtain wbl patramaters. So I have written a trial code but if i run it (in R2016a) I keep getting error in line 95, telling me this"Error: File: Gwo1.m Line: 95 Column: 4
All functions in a script must be closed with an 'end'."When I insert the end at the speficidied location, it's telling me this "Error: File: Gwo1.m Line: 94 Column: 4
Function definitions are not permitted in this context.". How can I solve this? Below is the code that I used, Thanks in advance.
Any help will be highly appreciated. Thank you.
%X=input('enter the values of X\n')
X = rand(35,2);
out = wbl(X)
Out of memory. The likely cause is an infinite recursion within the program.

Error in solution>wbl (line 55)
fx1=fun(pos);
function out = wbl(X)
A1=X(:,1);
A2=X(:,2);
%objective function
fx=(2*sqrt(2).*A1+A2).*100;
g(:,1)=2.*(sqrt(2).*A1+A2)./(sqrt(2).*A1.^2+2.*A1.*A2)-2;
g(:,2)=2.*A2./(sqrt(2).*A1.^2+2.*A1.*A2)-2;
g(:,3)=2./(A1 + sqrt(2).*A2)-2;
%define penalty term
pp=10^9;
for i=1:size(g,1)
for j=1:size(g,2)
if g(i,j)>0
penalty(i,j)= pp.*g(i,j);
else
penalty(i,j)=0;
end
end
end
out = fx+sum(penalty,2);
%the GWO main code
format short
fun = @wbl;
N=300;
D=2;
lb=[0 0];
ub=[1 1];
itermax=100;
%generating intial popilation size
for i=1:N
for j=1:D
pos(i,j)=lb(j)+rand.*(ub(j)-lb(j));
end
end
%Evaluation of objective function
[fminvalue,ind]=min(fx);
% GWO main loop
iter=1;
while iter<=itermax
Fgbest=fminvalue;
a=2-2*iter/itermax;
for i=1:N
X=pos(i,:);
pos1=pos;
A1=2.*a.*rand(1,D)-a;
C1=2.*rand(1,D);
[alpha, alphaind]=min(fx);
alphapos=pos1(alphaind,:);
Dalpha=abs(C1.*alphapos-X);
X1=alphapos-A1.*Dalpha;
pos1(alphaind,:)=[];
fx1=fun(pos);
%funding beta position
[bet,betind]=min(fx1);
betpos=pos1(betind,:);
A2=2.*a.*rand(1,D)-a;
C2=2.*rand(1,D);
Dbet=abs(C2.*betpos-X);
X2=betpos-A2.*Dbet;
pos1(betind,:)=[];
fx1=fun(pos1);
%Delta position
[delta,deltaind]=min(fx1);
de;tapos=pos1(deltaind,:);
A3=2.*a.*rand(1,D)-a;
C3=2.*rand(1,D);
Ddelta=abs(C3.*betpos-X);
X3=deltapos-A3.*Ddelta;
Xnew=(X1+X2+X3)./3;
%check bound
Xnew=max(Xnew,lb);
Xnew=min(Xnew,ub);
fnew=fun(Xnew);
%greedy slection
if fnew<fx(i)
pos(i,:)=Xnew;
fx(i,:)=fnew;
end
end
%Update Gbest
[fmin,find]=min(fx);
if fmin<Fgbest
Fgbest = fmin;
gbest=pos(find,:);
end
%memorize
[optval,optind]=min(fx);
BestFx(iter)=optval;
BestX(iter,:)=pos(optind,:);
%show iteration infomation
plot(BestFx, 'LineWidth',2);
iter=iter+1
end
out = BestX
end
  3 comentarios
okoth ochola
okoth ochola el 29 de En. de 2023
@Torsten, Thank you. However I have tried to run it with the adjustments, I still get this error "Error: File: GWO01.m Line: 94 Column: 5
Function definitions are not permitted in this context."
it reffers to iter=iter+1; Kindly assist if there something I can do you are aware of. Kindly note that am using R2016a version. Thank you
Torsten
Torsten el 29 de En. de 2023
As you can see, the code above runs without this problem.
So I can't give advice.

Iniciar sesión para comentar.

Respuesta aceptada

Steven Lord
Steven Lord el 29 de En. de 2023
The ability to define local functions in scripts was introduced in release R2016b.

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