New Developments in Evolutionary Computation Research

Name: New Developments in Evolutionary Computation Research
Brand: Nova Science Publishers Inc
SKU: 9781634634939
Price: 1639.09 RON
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Autor: Sean Washington

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Editura: Nova Science Publishers Inc

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A common approach for solving simulation-driven engineering problems is by using metamodel-assisted...

Informații despre carte

Autor

Sean Washington

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2015

Pagini

157

EAN

9781634634939

ISBN

9781634634939

Enbook ID

03198187

Editura

Nova Science Publishers Inc

Greutate

474

Dimensiuni

164 x 240 x 19

Descriere completă

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.

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New Developments in Evolutionary Computation Research

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