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GA for single variable

2 vues (au cours des 30 derniers jours)
Swapnil Kavitkar
Swapnil Kavitkar le 23 Juil 2021
Commenté : Chunru le 23 Juil 2021
Can I use genetic algorithm for single variable constrained optimization?
my function is f (x) = a/(x-log(x/t))
s.t. f(x) < 1
where a & t are constants

Réponses (1)

Chunru
Chunru le 23 Juil 2021
Modifié(e) : Chunru le 23 Juil 2021
Yes, you can. Howerver, no gurantee of the optimal solution (just like any other non-linear optimization approaches).
a = 1;
t = 1;
xopt = ga(@(x) min(a./(x-log(x/t)), 1), 1)
Optimization terminated: stall generations limit exceeded.
xopt = -555.4795
a./(xopt-log(xopt/t))
ans = -0.0018 + 0.0000i
  2 commentaires
Swapnil Kavitkar
Swapnil Kavitkar le 23 Juil 2021
what about population, mutation ,crossover?? GA options
Chunru
Chunru le 23 Juil 2021
"doc ga" to find out all the options available.

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