Code: 03198187

New Developments in Evolutionary Computation Research

Name: New Developments in Evolutionary Computation Research
Brand: Nova Science Publishers Inc
SKU: 03198187
Price: 305.51 EUR
Availability: BackOrder
Author: Sean Washington
ISBN: 9781634634939

by Sean Washington

Language: English
Binding: Hardback
Number of pages: 157
Publisher: Nova Science Publishers Inc, 2015
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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.