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Comparison Of Response Surface Construction Methods For Derivative Estimation Using Moving Least Squares, Kriging And Radial Basis

by Nasa Technical Reports Server (ntrs)

2021-01-11 10:48:06

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Response construction methods using Moving Least Squares (MLS), Kriging and Radial Basis Functions (RBF) are compared with the Global Least Squares (GLS) method in three numerical examples for derivative generation capability. Also, a new Interpolati... Read more
Response construction methods using Moving Least Squares (MLS), Kriging and Radial Basis Functions (RBF) are compared with the Global Least Squares (GLS) method in three numerical examples for derivative generation capability. Also, a new Interpolating Moving Least Squares (IMLS) method adopted from the meshless method is presented. It is found that the response surface construction methods using the Kriging and RBF interpolation yields more accurate results compared with MLS and GLS methods. Several computational aspects of the response surface construction methods also discussed. Less

Book Details

File size9.69 X 7.44 X 0.07 in
Print pages32
PublisherBiblioGov
Publication date August 6, 2013
LanguageEnglish
ISBN9781289277154
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Nasa Technical Reports Server (ntrs)
Author
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