Estimation of distribution algorithms: a new tool for evolutionary computation
Auteur :
Larranaga, Pedro
ISBN :
9780792374664
Date de publication :
31 oct. 2001
Dimensions :
23,4 x 15,6 x 2,3 cm
Poids :
763 g
Format :
Laminated cover
Langue :
Anglais
Pays d'origine :
USA
Estimation of distribution algorithms generalizes genetic algorithms by replacing the crossover and mutation operators with sampling from probability distribution of the best individuals of population at each iteration of the algorithm. This book presents a review of techniques and applications of this tool for performing evolutionary computation.