Hrvatska znanstvena bibliografija (CROSBI)



Pregled bibliografske jedinice broj: 640222

Zbornik radova

Autori: Picek, Stjepan; Jakobović, Domagoj; Golub, Marin
Naslov: On the Recombination Operator in the Real-Coded Genetic Algorithms
Izvornik: Proceedings of the 2013 IEEE Congress on Evolutionary Computation
Skup: IEEE Congress on Evolutionary Computation, CEC 2013
Mjesto i datum: Cancun, Meksiko, 20-23.06.2013
Ključne riječi: genetic algorithm ; crossover
Sažetak:
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.
Vrsta sudjelovanja: Poster
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 036-0362980-1921
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Puni text rada: 640222.CEC_2013.pdf (tekst priložen 5. Pro. 2013. u 13:24 sati)
Upisao u CROSBI: Marin Golub (marin.golub@fer.hr), 30. Kol. 2013. u 16:05 sati