Representations for Genetic and Evolutionary Algorithms
-
- Taschenbuch ausgewählt
- eBook
-
Sprache:Englisch
-
Verlag:Springer Berlin
- Physica Fr. 130.00
- Springer Berlin Fr. 191.00 ausgewählt
Fr. 191.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
14.10.2010
Abbildungen
XVII, 325 p.
Verlag
Springer BerlinSeitenzahl
325
Maße (L/B/H)
23.5/15.5/1.9 cm
Gewicht
522 g
Auflage
Softcover reprint of hardcover 2nd ed. 2006
Sprache
Englisch
ISBN
978-3-642-06410-4
In the field of genetic and evolutionary algorithms (GEAs), a large amount of theory and empirical study has been focused on operators and test problems, while problem representation has often been taken as given. This book breaks with this tradition and provides a comprehensive overview on the influence of problem representations on GEA performance. The book summarizes existing knowledge regarding problem representations and describes how basic properties of representations, such as redundancy, scaling, or locality, influence the performance of GEAs and other heuristic optimization methods. Using the developed theory, representations can be analyzed and designed in a theory-guided matter. The theoretical concepts are used for solving integer optimization problems and network design problems more efficiently. The book is written in an easy-readable style and is intended for researchers, practitioners, and students who want to learn about representations. This second edition extends the analysis of the basic properties of representations and introduces a new chapter on the analysis of direct representations.
Noch keine Bewertungen vorhanden
Verfassen Sie die erste Bewertung zu diesem Artikel
Helfen Sie anderen Kundinnen und Kunden durch Ihre Meinung.