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izvor podataka: crosbi !

On the Recombination Operator in the Real-Coded Genetic Algorithms (CROSBI ID 599313)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Picek, Stjepan ; Jakobović, Domagoj ; Golub, Marin On the Recombination Operator in the Real-Coded Genetic Algorithms // Proceedings of the 2013 IEEE Congress on Evolutionary Computation. 2013. str. 3103-3110

Podaci o odgovornosti

Picek, Stjepan ; Jakobović, Domagoj ; Golub, Marin

engleski

On the Recombination Operator in the Real-Coded Genetic Algorithms

Crossover is the most important operator in realcoded genetic algorithms. However, the choice of the best operator for a specific problem can be a difficult task. In this paper we compare 16 crossover operators on a set of 24 benchmark functions. A detailed statistical analysis is performed in an effort to find the best performing operators. The results show that there are significant differences in efficiency of different crossover operators, and that the efficiency may also depend on the distinctive properties of the fitness function. Additionally, the results point out that the combination of crossover operators yields the best results.

genetic algorithm ; crossover

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Podaci o prilogu

3103-3110.

2013.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 2013 IEEE Congress on Evolutionary Computation

Podaci o skupu

IEEE Congress on Evolutionary Computation, CEC 2013

poster

20.06.2013-23.06.2013

Cancún, Meksiko

Povezanost rada

Računarstvo