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Selection mechanisms in evolutionary algorithms

Esquivel S.C., Leiva H.A., Gallard R.H.

Fundamenta Informaticae

1998

Vol. 35, nr 1-4

17-33

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.