Articles liés à Representations for Genetic and Evolutionary Algorithms
Synopsis
In the field of genetic and evolutionary algorithms (GEAs), much theory and empirical study has been heaped upon operators and test problems, but problem representation has often been taken as given. This monograph studies a number of critical elements of a theory of representations for GEAs and applies them to the empirical study of various important idealized test functions and problems of commercial import. The book considers basic concepts of representations, such as redundancy, scaling and locality and describes how GEAs' performance is influenced. Using the developed theory representations can be analyzed and designed in a theory-guided manner. The theoretical concepts are used as examples for efficiently solving integer optimization problems and network design problems. The results show that proper representations are crucial for GEAs' success.
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Présentation de l'éditeur
In the field of genetic and evolutionary algorithms (GEAs), much theory and empirical study has been heaped upon operators and test problems, but problem representation has often been taken as given. This monograph breaks with this tradition and studies a number of critical elements of a theory of representations for GEAs and applies them to the empirical study of various important idealized test functions and problems of commercial import. The book considers basic concepts of representations, such as redundancy, scaling and locality and describes how GEAs'performance is influenced. Using the developed theory representations can be analyzed and designed in a theory-guided manner. The theoretical concepts are used as examples for efficiently solving integer optimization problems and network design problems. The results show that proper representations are crucial for GEAs'success.
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Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing, 104)
Edité par
Physica, 2002
ISBN 10 : 3790814962
ISBN 13 : 9783790814965
Ancien ou d'occasion
Couverture rigide
Vendeur : Ammareal, Morangis, France
Évaluation du vendeur 5 sur 5 étoiles
Hardcover. Etat : Très bon. Ancien livre de bibliothèque avec équipements. Edition 2002. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Edition 2002. Ammareal gives back up to 15% of this item's net price to charity organizations. N° de réf. du vendeur G-454-769
Quantité disponible : 1 disponible(s)
Image d'archives
Representations for Genetic and Evolutionary Algorithms
Edité par
Physica/SV SPRINGER V., 2002
ISBN 10 : 3790814962
ISBN 13 : 9783790814965
Ancien ou d'occasion
Couverture rigide
Vendeur : Reader's Corner, Inc., Raleigh, NC, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Hardcover. Etat : Fine. Etat de la jaquette : No DJ. First Edition, First Printing. This is a fine, as new, first edition copy, no DJ, blue-brown spine. N° de réf. du vendeur 087188
Quantité disponible : 1 disponible(s)