Evolutionary Algorithms in Management Applications
Evolutionary Algorithms (EA) are powerful search and optimisation techniques inspired by the mechanisms of natural evolution. They imitate, on an abstract level, biological principles such as a population based approach, the inheritance of information, the variation of information via crossover/mutation, and the selection of individuals based on fitness. The most well-known class of EA are Genetic Algorithms (GA), which have received much attention not only in the scientific community lately. Other variants of EA, in particular Genetic Programming, Evolution Strategies, and Evolutionary Programming are less popular, though very powerful too.…
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Produktdetails
Weitere Autoren: Nissen, Volker (Hrsg.)
- ISBN: 978-3-642-64749-9
- EAN: 9783642647499
- Produktnummer: 15621278
- Verlag: Springer Berlin Heidelberg
- Sprache: Englisch
- Erscheinungsjahr: 2013
- Seitenangabe: 400 S.
- Masse: H23.5 cm x B15.5 cm x D2.1 cm 604 g
- Auflage: Softcover reprint of the original 1st ed. 1995
- Abbildungen: Paperback
- Gewicht: 604
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