Brute force for finding optimal value
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Chetan Fadnis
on 28 Mar 2022
Commented: Walter Roberson
on 28 Mar 2022
I have a function Say, f(x)=(1-0.5)*[(sin(x-0.25))/2]+0.5.
and x lie in range [-pi,pi], which need to be optimized such that the f(x) will be maximum. The final result f(x), after applying brute force, will be of order 1*10. How to incorporate it, using brute force?
Regards and thanks in anticipation.
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Accepted Answer
Walter Roberson
on 28 Mar 2022
Brute force is defined as trying all possible values. You have about 8*10^18 representable values in that range, so if you need to use brute force then the best you can hope for is roughly 3 months of computation (unless a gpu could be used)
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Walter Roberson
on 28 Mar 2022
There might be reason to divide a range into segment, and run fmincon() of the function confined to that segment, and the gather all of the results together. But that would not be considered brute force.
More Answers (1)
Torsten
on 28 Mar 2022
Edited: Torsten
on 28 Mar 2022
I don't understand. Your function has a single maximum at x=0.25+pi/2. Why are you talking about 10 x-values ?
Do you perhaps mean
f = @(x)(1-0.5)*sin(x-0.25)/2 + 0.5;
x = linspace(-pi,pi,10); % Choose 10 equidistant x-values
[imax,fmax] = max(f(x)); % find maximum and position under the 10 x-values
xmax = x(imax) % print out x position of maximum
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