Band 3
Evolutionary Optimization in Dynamic Environments
Aus der Reihe
Genetic Algorithms and Evolutionary Computation
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- Hardcover
- Taschenbuch ausgewählt
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Sprache:Englisch
Fr. 241.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
31.10.2012
Abbildungen
XIV, 208 p.
Verlag
Springer UsSeitenzahl
208
Maße (L/B/H)
23.5/15.5/1.3 cm
Gewicht
353 g
Auflage
Softcover reprint of the original 1st edition 2002
Sprache
Englisch
ISBN
978-1-4613-5300-3
Evolutionary Algorithms (EAs) have grown into a mature field of research in optimization, and have proven to be effective and robust problem solvers for a broad range of static real-world optimization problems. Yet, since they are based on the principles of natural evolution, and since natural evolution is a dynamic process in a changing environment, EAs are also well suited to dynamic optimization problems. Evolutionary Optimization in Dynamic Environments is the first comprehensive work on the application of EAs to dynamic optimization problems. It provides an extensive survey on research in the area and shows how EAs can be successfully used to
- continuously and efficiently adapt a solution to a changing environment,
- find a good trade-off between solution quality and adaptation cost,
- find robust solutions whose quality is insensitive to changes in the environment,
- find flexible solutions which are not only good but that can be easily adapted when necessary.
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