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Könyv New Developments in Evolutionary Computation Research Sean Washington

New Developments in Evolutionary Computation Research

Szerző: Sean Washington
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Nova Science Publishers Inc
Elérhetőség: 50 % esély
Keressük az egész világon
110 879 Ft
A common approach for solving simulation-driven engineering problems is by using metamodel-assisted...

Információk a könyvről

Szerző
Sean Washington
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2015
oldal
157
EAN
9781634634939
ISBN
9781634634939
Enbook ID
03198187
Kiadó
Nova Science Publishers Inc
Súly
474
Méretek
164 x 240 x 19

Teljes leírás

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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