How to find global minimum of a schwefel function
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I am trying to find the global minimum of a schwefel function which is 0 at [420.9687,..., 420.9687]. I have used 'fmincon', Particle swarm Optimization algorithm (I'm using my code for this approach) and some other evolutionary algorithms. But none of them is giving global minimum at 0, All are giving some large positive value. Can anybody tell me how can I find global minimum of the schwefel function.
function y = schwefel(x)
s = sum(-x.*sin(sqrt(abs(x))));
y = 418.9829*length(x) + s;
end
1 comentario
Pedro
el 29 de Mzo. de 2020
Its a benchmark function, it has many local minima in a short space
So general purpose algorithms get stock in its multiple minima
Respuestas (3)
Sulaymon Eshkabilov
el 29 de Mzo. de 2020
0 votos
You can try optimization toolbox's fsolve nonlinear equation solver with "Trust region dogleg" algorithm.
amir ansari
el 5 de Sept. de 2020
0 votos
you can try cuckoo search on this problem, schwefel function is a hard function for optimizition algorithm even PSO..but cuckoo can solve it better... trust me!
1 comentario
Asi angel
el 16 de Abr. de 2021
May you send to me the code?
Amine Bendali
el 17 de Feb. de 2026
0 votos
hello
for your test function i used SBOA PSO ang GA and the SBOA won after about 100000 iterations of 500 population and a dimenssion of 50
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