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Evolutionre Algorithmen

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Springer Nature
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N/A
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GTIN
9783658099589
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Product Description

Fr die Lsung von Optimierungsproblemen mit evolutionren Algorithmen stattet dieses Buch seine Leser sowohl mit den gngigen Standardalgorithmen als auch mit den Arbeitsprinzipien, Vorgehensweisen und speziellen Techniken aus, mit denen evolutionre Algorithmen fr spezielle Probleme angepasst werden. Dabei zeichnen das Buch vor allem die hohe Anzahl an Beispielen, die anschauliche Darstellung der Grundlagen sowie vier ausfhrliche Fallstudien aus. Fr die Anwendung evolutionrer Algorithmen in Industrie, Wirtschaft und Forschung sind die vorgestellten Anstze zur Bercksichtigung von Randbedingungen, mehrerer sich widersprechender Zielfunktionen und verrauschte oder zeitabhngige Aspekte von groer Bedeutung. Evolutionre Algorithmen sind ein vergleichsweise junges Optimierungsverfahren, welches das Wechselspiel zwischen Variation und Selektion der natrlichen Evolution imitiert.

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