A parallel implementation of an artificial immune system to handle constraints in genetic algorithms: Preliminary results

C. A. Coello Coello; N. Cruz Cortes

doi:10.1109/CEC.2002.1007031

A parallel implementation of an artificial immune system to handle constraints in genetic algorithms: Preliminary results

C. A. Coello Coello, N. Cruz Cortes

Producción científica: Contribución a una conferencia › Artículo › revisión exhaustiva

36 Citas (Scopus)

Resumen

We present a parallel version of a constraint-handling technique based on the artificial immune system. The proposed approach does not require penalty factors of any kind, it is relatively simple to implement and it is quite competitive with more sophisticated techniques. Additionally, when parallelized using an island scheme, the approach not only reduces its computational time, but it also improves the quality of the results produced.

Idioma original	Inglés
Páginas	819-824
Número de páginas	6
DOI	https://doi.org/10.1109/CEC.2002.1007031
Estado	Publicada - 2002
Publicado de forma externa	Sí
Evento	2002 Congress on Evolutionary Computation, CEC 2002 - Honolulu, HI, Estados Unidos Duración: 12 may. 2002 → 17 may. 2002

Conferencia

Conferencia	2002 Congress on Evolutionary Computation, CEC 2002
País/Territorio	Estados Unidos
Ciudad	Honolulu, HI
Período	12/05/02 → 17/05/02

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10.1109/CEC.2002.1007031

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A parallel implementation of an artificial immune system to handle constraints in genetic algorithms: Preliminary results. / Coello Coello, C. A.; Cruz Cortes, N.
2002. 819-824 Papel presentado en 2002 Congress on Evolutionary Computation, CEC 2002, Honolulu, HI, Estados Unidos.

Producción científica: Contribución a una conferencia › Artículo › revisión exhaustiva

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A parallel implementation of an artificial immune system to handle constraints in genetic algorithms: Preliminary results

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