Brute force for finding optimal value

9 views (last 30 days)
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.
  2 Comments
Torsten
Torsten on 28 Mar 2022
Your function does not depend on x.
Chetan Fadnis
Chetan Fadnis on 28 Mar 2022
Sorry, I have updated.
I need 10 different values of x, so that finally I can get a vector of 1*10.

Sign in to comment.

Accepted Answer

Walter Roberson
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)
  1 Comment
Walter Roberson
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.

Sign in to comment.

More Answers (1)

Torsten
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

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!