Universidad Complutense de Madrid
E-Prints Complutense

Parallel Genetic Algorithms with a continuity operator that allows for knowledge inclusion

Impacto

Descargas

Último año



Andrés Toro, Bonifacio de y Girón Sierra, José María y Fernández Blanco, P. y Cruz García, Jesús Manuel de la y López Orozco, José Antonio (2000) Parallel Genetic Algorithms with a continuity operator that allows for knowledge inclusion. In Proceedings of the 2000 Congress on Evolutionary Computation, vols 1 and 2. IEEE, pp. 1137-1143. ISBN 0-7803-6375-2

URL Oficial: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=870776


URLTipo de URL
http://ieeexplore.ieee.orgEditorial


Resumen

In the recent years we introduced a continuity operator, the "Superindividual", that allows for the inclusion of knowledge in the evolution of the Genetic Algorithm, since we deal with very complex optimization problems, we developed a Parallel Genetic Algorithm, with the Superindividual operator. The paper presents this parallel algorithm, which improves on the results of the conventional Genetic Algorithm. Two different models of Parallel Genetic Algorithms are compared, the results are very encouraging.


Tipo de documento:Sección de libro
Información Adicional:

© 2000 IEEE. Congress on Evolutionary Computation (CEC 2000) (2000, Jul 16-19. La Jolla, California). The authors want to thank the support of the CICYT Spanish committee (project tap97-0607-c03-01). A lot of experience was taken in parallel GA modelling the motions of a fast ferry.

Palabras clave:Computer Science Theory & Methods, Engineering Electrical & Electronic
Materias:Ciencias > Informática
Código ID:26547
Depositado:11 Sep 2014 09:32
Última Modificación:04 Mar 2015 10:16

Descargas en el último año

Sólo personal del repositorio: página de control del artículo