On the Recombination Operator in the Real-Coded Genetic Algorithms (CROSBI ID 599313)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
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
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
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