Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing) - Hardcover

Rothlauf, Franz

 
9783790814965: Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing)
Hardcover
ISBN 10: 3790814962 ISBN 13: 9783790814965
Verlag: Physica, 2002

Inhaltsangabe

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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Verlag
Physica
Erscheinungsdatum
2002
Sprache
Englisch
ISBN 10 
3790814962
ISBN 13 
9783790814965
Einband
Gebundene Ausgabe
Anzahl der Seiten
290
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

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9783642880964: Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing, Band 104)

Vorgestellte Ausgabe

ISBN 10:  3642880967 ISBN 13:  9783642880964
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Softcover