optimize vector by fminimax

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koorosh dastan
koorosh dastan 2023-11-27
编辑： Torsten 2023-11-27
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if i uuse fminimax to optimize vector how it recognize which element is suitable for it here is example
clear all
q=20;
random_numbersw = rand(1,20); % Random number from 0 to 1
random_numberst = -90 + (90 + 90) * rand(1, 20); % Random number from -90 to 90
x0 = [ random_numberst,random_numbersw ] ; %Initiat delta
ub = zeros(1, 40); % Initialize a matrix of zeros with 40 elements
ub(1:20) = 1; % Set values from 1 to 21 to 0
ub(21:40) = 90; % Set values from 22 to 40 to 90
lb = zeros(1, 40); % Initialize a matrix of zeros with 40 elements
lb(1:20) = 0; % Set values from 1 to 21 to 0
lb(21:40) = -90; % Set values from 22 to 40 to 90
[x,fval] = fminimax(@costy,x0,[],[],[],[],lb,ub)
Local minimum possible. Constraints satisfied. fminimax stopped because the size of the current search direction is less than twice the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance.
x = 1×40
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.5993 0.3742 0.8878 0.6410 0.4318 1.1086 1.0821 0.3574 0.5501 0.0653
fval = 1×21
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
function y = costy(deltaTeta)
f=9*10^9; %Freq
j=sqrt(-1); %Define Imaginary
l=(3*10^8)/f; %Lambda
k=(2*pi)/l; %Constant
d=0.5*l; %Distant of each element
q=20;
teta1=((-4):0.1:(-2));
g = zeros(q,length(teta1));
for h=1:q
for aa = 1:length(teta1)
g(h,aa) = g(h,aa)+(deltaTeta(h) * ( exp(j*(h-1) * (k*d*sind(teta1(aa)+deltaTeta(h+q)))))); %w W
end
end
y = abs(sum(g,1));
end
teta1=((-4):0.1:(-2)); is my input which it is not for optimize and my function should sweep it everytime and i want to optimize deltaTeta
here i s another example for more clearify my question if with my first input i have this vector (output) (1 2 5 6 9 5) and with next input i have this one (1 2 9 6 9 1) as you can see in two point they have different but in first one first input is minimize but second one is next input is minimize so how my function( here fminimax) recognize which input is suitable?
and is fminimax is good for it?
  1 个评论
Torsten
Torsten 2023-11-27
Please describe your optimization problem - once the forum understands it, we might be able to select a suitable solver for it.

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采纳的回答

Matt J
Matt J 2023-11-27
if with my first input i have this vector (output) (1 2 5 6 9 5) and with next input i have this one (1 2 9 6 9 1) as you can see in two point they have different but in first one first input is minimize but second one is next input is minimize so how my function( here fminimax) recognize which input is suitable?
In both vectors in this example, the maximum value is the same, i.e. 9. fminimax will therefore view both vectors as equivalent for the purposes of optimization. Niether one is more optimal than the other.
Any third vector with a maximum value less than 9 will be more optimal than these. For example [7,7,8,8,8,8] has max value 8, so it is better than both the vectors in your example.

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