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Více informací o knize New Developments in Evolutionary Computation Research

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Anotace knihy

A common approach for solving simulation-driven engineering problems is by using metamodel-assisted optimization algorithms, namely, in which a metamodel approximates the computationally expensive simulation and provides predicted values at a lower computational cost. Such algorithms typically generate an initial sample of solutions which are then used to train a preliminary metamodel and to initiate an optimization process. One approach for generating the initial sample is with the design of experiment methods which are statistically oriented, while the more recent search-driven sampling approach invokes a computational intelligence optimizer such as an evolutionary algorithm, and then uses the vectors it generated as the initial sample. This book discusses research and new developments on evolutionary computation.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science

• Plný název: New Developments in Evolutionary Computation Research
• Autor: Sean Washington
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 157
• EAN: 9781634634939
• ISBN: 9781634634939
• ID: 03198187
• Nakladatelství: Nova Science Publishers Inc
• Hmotnost: 474 g
• Rozměry: 240 × 164 × 19 mm
• Datum vydání: 01. January 2015

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