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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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Representations for Genetic and Evolutionary Algorithms
Editore:
Physica/SV SPRINGER V., 2002
ISBN 10: 3790814962
ISBN 13: 9783790814965
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Da: Reader's Corner, Inc., Raleigh, NC, U.S.A.
Valutazione del venditore 5 su 5 stelle
Hardcover. Condizione: Fine. Condizione sovraccoperta: No DJ. First Edition, First Printing. This is a fine, as new, first edition copy, no DJ, blue-brown spine. Codice articolo 087188
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Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing, 104)
Da: Ammareal, Morangis, Francia
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Hardcover. Condizione: 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. Codice articolo G-454-769
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Representations for Genetic and Evolutionary Algorithms
Da: Mispah books, Redhill, SURRE, Regno Unito
Valutazione del venditore 4 su 5 stelle
Hardcover. Condizione: Very Good. Very Good. book. Codice articolo ERICA82937908149624
Quantità: 1 disponibili