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GA for single variable

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Swapnil Kavitkar
Swapnil Kavitkar il 23 Lug 2021
Commentato: Chunru il 23 Lug 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

Risposte (1)

Chunru
Chunru il 23 Lug 2021
Modificato: Chunru il 23 Lug 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 Commenti
Swapnil Kavitkar
Swapnil Kavitkar il 23 Lug 2021
what about population, mutation ,crossover?? GA options
Chunru
Chunru il 23 Lug 2021
"doc ga" to find out all the options available.

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