Selection mechanisms in evolutionary algorithms

• Autorzy: Esquivel S.C. , Leiva H.A. , Gallard R.H.
• Języki publikacji: EN

Abstrakty

EN

The selection operator is one of the main operators in evolutionary algorithms. It interacts with other operators (e.g., crossover, mutation) in a complex way. Consequently, the effects of selection should be considered also together with these operators. This paper provides an overview several presently used selection operators and discusses a new selection operator specifically devised to assist MCPC, an exploitation-oriented multiple crossover per couple approach, to overcome premature convergence. Some experimental results are also provided.

Słowa kluczowe

EN

selection methods; interaction of operators; couple selection

• Wydawca: IOS Press
• Czasopismo: Fundamenta Informaticae
• Rocznik: 1998
• Tom: Vol. 35, nr 1-4
• Strony: 17--33
• Opis fizyczny: bibliogr. 36 poz.

Twórcy

autor

Esquivel S.C.

autor

Leiva H.A.

autor

Gallard R.H.

• Departamento de Informatica, Universidad Nacional de San Luis - Argentina, 5700 - San Luis, Argentina,