Metamodeling strategies for high-dimensional simulation-based design problems

Metamodeling strategies for high-dimensional simulation-based design problems

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Computational tools such as finite element analysis and simulation are commonly used for system performance analysis and validation. It is often impractical to rely exclusively on the high-fidelity simulation model for design activities because of high computational costs. Mathematical models are ty...

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Bibliographic Details
Main Author: Shan, Songqing
Other Authors: Wang, G. Gary (Mechanical and Manufacturing Engineering)
Language:en_US
Published: 2010
Subjects:
approximation
regression
interpolation
response surface
surrogate
metamodel
prediction
large-scale
high-dimensional
computationally-expensive
black-box function
HEB problems
simulation-based design
design optimization
engineering optimization
RBF-HDMR
functional form
power transfer capability
Online Access:http://hdl.handle.net/1993/4271

Internet

http://hdl.handle.net/1993/4271

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