How to apply multiple runs (essentially loop it) on optimization (such as GA and PSO)
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Josiah Jarenee Comia
le 25 Avr 2021
Commenté : Josiah Jarenee Comia
le 25 Avr 2021
I want to loop an optimization solution that i've done so that I could generate at least 25 answers (and be it stored in an array) and find the lowest among them. I understand that inside the optimization, it already gives me the optimized answer, but our professor wants us to find the lowest value among certain number of iterations.
I just want to apply loop in this block, then be it stored in an array.
% For Fminsearch
initguess=[1,2];
options=optimset('MaxIter',2000,'MaxFunEvals',2000);
[c,fmin]=fminsearch(OFVL,initguess,options);
% For Genetic Algorithm
options2=optimoptions('ga','MaxStallGenerations',5000, 'MaxGenerations',5000, 'TolFun', 1e-12);
[c_ga,fmin_ga]=ga(OFVL,2,[],[],[],[],[],[],[],options2);
%For PSO
options3 = optimoptions('particleswarm', 'MaxStallIterations',5000, 'MaxIteration', 5000, 'TolFun', 1e-12);
[c_pso, fmin_pso]=particleswarm(OFVL,2,[],[],options3);
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Walter Roberson
le 25 Avr 2021
for count = 1 : 3
% For Fminsearch
initguess=[1,2]+rand(1,2);
options=optimset('MaxIter',2000,'MaxFunEvals',2000);
[c(count,:),fmin(count,:)]=fminsearch(OFVL,initguess,options);
% For Genetic Algorithm
options2=optimoptions('ga','MaxStallGenerations',5000, 'MaxGenerations',5000, 'TolFun', 1e-12);
[c_ga(count,:),fmin_ga(count,:)]=ga(OFVL,2,[],[],[],[],[],[],[],options2);
%For PSO
options3 = optimoptions('particleswarm', 'MaxStallIterations',5000, 'MaxIteration', 5000, 'TolFun', 1e-12);
[c_pso(count,:), fmin_pso(count,:)]=particleswarm(OFVL,2,[],[],options3);
end
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