use optimizer for separated area

조회 수: 1 (최근 30일)
koorosh dastan
koorosh dastan 2023년 10월 3일
댓글: koorosh dastan 2023년 11월 28일
i wrote this code
close all
clear all
elementNumb=20;
ubb=90;
lbb=-90;
random_numberst = lbb + (ubb + ubb) * rand(1, elementNumb); % Random number from -90 to 90
x0 = ( random_numberst) ; %Initiat delta
ub = zeros(1, elementNumb); % Initialize a matrix of zeros with 40 elements
ub(1:elementNumb) = ubb; % Set values from 1 to 21 to 0
lb = zeros(1, elementNumb); % Initialize a matrix of zeros with 40 elements
lb(1:elementNumb) =lbb; % Set values from 1 to 21 to 0
[x,fval] = fminimax(@costy,x0,[],[],[],[],lb,ub);
function y = costy(deltaTeta)
freq = 9*10^9; %Freq
j = sqrt(-1); %Define Imaginary
l =(3*10^8)/freq; %Lambda
k = (2*pi)/l; %Constant
d = 0.5*l; %Distant of each element
elementNumb = 20;
step = 0.01;
teta1 = ((-1*90):step:(25));
teta2 = ((25):step:(28));
teta3 = ((28):step:(90));
tetat = [teta1,teta2,teta3];
% gg = length(teta1);
jj = length(teta1)+length(teta2);
y = zeros(size(tetat));
for h = 1:elementNumb
for t = 1:length(teta1)
y(t) = y(t)+1 * ( exp(j*(h-1) * (k*d*sind(teta1(t)+deltaTeta(h)))));
end
for hh = (length(teta2)+length(teta1)+1):(length(teta3)+length(teta2)+length(teta1))
y(hh) = y(hh)+ 1 * exp(j*(h-1) * (k*d*sind(teta3(hh-jj)+deltaTeta(h))));
end
end
end
as you can see i want to minimize some area that it doesnt min
then i run this code here
elementNumb=20;
deltaTeta=(x(1:20));
freq=9*10^9;
j=sqrt(-1);
l=(3*10^8)/freq;
k=(2*pi)/l;
d=0.5*l;
xas=90;
teta=((-1*xas):0.01:(1*xas));
% deltaTeta=zeros(elementNumb);
y=0;
% w=ones(elementNumb);
for h=1:elementNumb
y=y+exp(j*(h-1)*(k*d*sind(teta+deltaTeta(h))));
end
y=y/max(y);
figure;
%
plot(teta,20*log10(abs(y)),'k')
%
axis([-100 100 -100 2]);
but the answer is meaningless
the orginal figure is ( deltaTeta=zeros(elementNumb);)
you can see it maximize in 0 but i want change area to teta2
  댓글 수: 2
Alan Weiss
Alan Weiss 2023년 10월 3일
I would have a better chance of understanding what you are trying to accomplish if you would explain in words what you are attempting. Are you trying to minimize or maximize something? Are you using an optimization solver to do so? You said
"as you can see i want to minimize some area that it doesnt min "
I don't know what that means. I see you have an fminimax call. What is the thing you are trying to minimax? Is it complex-valued? Optimization Toolbox solvers generally work only on real-valued functions (except for least-squares solvers).
Alan Weiss
MATLAB mathematical toolbox documentation
koorosh dastan
koorosh dastan 2023년 11월 28일
i explained more here
elementNumb=20;
random_numbersw = rand(1,elementNumb); % Random number from 0 to 1
ubb=90;
lbb=-90;
random_numberst = lbb + (ubb + ubb) * rand(1, elementNumb); % Random number from -90 to 90
% random_numberst = 20*(ones(1 , elementNumb));
x0 = [ random_numbersw,random_numberst ] ;
ub = zeros(1, elementNumb*2); % Initialize a matrix of zeros with 40 elements
ub(1:elementNumb) = 1; % Set values from 1 to 21 to 0
ub(elementNumb+1:elementNumb*2) = ubb; % Set values from 22 to 40 to 90
lb = zeros(1, elementNumb*2); % Initialize a matrix of zeros with 40 elements
lb(1:elementNumb) = 0; % Set values from 1 to 21 to 0
lb(elementNumb+1:elementNumb*2) = lbb; % Set values from 22 to 40 to 90
%%
%%Fminimax
options=optimset('disp','iter','LargeScale','off','Diagnostics',...
'on','TolFun',.000000001,'MaxIter',1000000,'MaxFunEvals',100000);
[x,fval,maxfval,exitflag,output,lambda] = fminimax(@costy,x0,[],[],[],[],lb,ub,[],options);
%%
%%function
function y = costy(deltaTeta)
freq = 9*10^9; %Freq
j = sqrt(-1); %Define Imaginary
l =(3*10^8)/freq; %Lambda
k = (2*pi)/l; %Constant
d = 0.5*l; %Distant of each element
elementNumb = 20;
step = 0.1;
teta1 = ((-60) :step: (-25));
teta2 = ((-25) :step: (11));
teta3 = ((15) :step: (20));
teta4 = ((25) :step: (50));
teta5 = ((50) :step: (60));
tetat = [teta1,teta2,teta3,teta4,teta5];
lenteta1 = length(teta1);
sumLenteta12 = length(teta1) + length(teta2);
sumLenteta123 = length(teta3) + sumLenteta12;
sumLenteta1234 = sumLenteta123 + length(teta4);
g = zeros(elementNumb,length(tetat));
for h = 1:elementNumb
%%teta1
for aa = 1:length(teta1)
g(h,aa) = g(h,aa)+(deltaTeta(h) * ( exp(j*(h-1) * (k*d*sind(teta1(aa)+deltaTeta(h+elementNumb)))))); %w W
end
%
%%teta2
for bb=(lenteta1+1):(sumLenteta12)
g(h,bb) =g(h,bb)+( deltaTeta(h) * exp(j*(h-1) * (k*d*sind(teta2(bb-lenteta1)+deltaTeta(h+elementNumb))))); %with W
end
%%teta3
for cc = (sumLenteta12+1):(length(teta3)+sumLenteta12)
g(h,cc) = g(h,cc)+(-(( deltaTeta(h) * exp(j*(h-1) * (k*d*sind(teta3(cc-sumLenteta12)...
+deltaTeta(h+elementNumb))))))); %w W
end
%%teta4
for dd = (sumLenteta123+1):(sumLenteta123+length(teta4))
g(h,dd) = g(h,dd)+( deltaTeta(h) * exp(j*(h-1) * (k*d*sind(teta4(dd-(sumLenteta123))...
+deltaTeta(h+elementNumb))))); %w W
end
%teta5
for ee = (sumLenteta1234+1):(sumLenteta1234+length(teta5))
g(h,ee) = g(h,ee)+( deltaTeta(h) * exp(j*(h-1) * (k*d*sind(teta5(ee-(sumLenteta1234))...
+deltaTeta(h+elementNumb))))); %w W
end
end
y = abs(sum(g,1));
end
i have 5 area (teta) i want my function be in one area max and in another are min
this area is teta3 so i think i should add minus(-) or i should inverse(1/) cost function
but when i add (-) nothing happen or when inverse i got alot of warning

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