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New Developments in Evolutionary Computation Research

Name: New Developments in Evolutionary Computation Research
Brand: Nova Science Publishers Inc
SKU: 03198187
Price: 114897 HUF
Availability: InStock
Author: Sean Washington
ISBN: 9781634634939

Sean Washington

Language

English

Book Hardback

Libristo code: 03198187

Publishers Nova Science Publishers Inc, January 2015

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

Libristo code: 03198187

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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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About the book

Full name New Developments in Evolutionary Computation Research

Author Sean Washington

Language

English

Binding Book - Hardback

Date of issue 2015

Number of pages 157

EAN 9781634634939

ISBN 9781634634939

Libristo code 03198187

Publishers Nova Science Publishers Inc

Weight 474

Dimensions 164 x 240 x 19

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