Comparison of Response Surface Construction Methods for Derivative Estimation Using Moving Least Squares, Kriging and Radial Basis Functions

Response construction methods using Moving Least Squares (MLS), Kriging and Radial Basis Functions (RBF) are compared with...
CHF 27.70
CHF 27.70
SKU: 9781289277154
Product Type: Books
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Author: Nasa Technical Reports Server (Ntrs)
Format: Paperback
Language: English
Subtotal: CHF 27.70
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Comparison of Response Surface Construction Methods for Derivative Estimation Using Moving Least Squares, Kriging and Radial Basis Functions by Nasa Technical Reports Server (Ntrs)

Comparison of Response Surface Construction Methods for Derivative Estimation Using Moving Least Squares, Kriging and Radial Basis Functions

CHF 27.70

Comparison of Response Surface Construction Methods for Derivative Estimation Using Moving Least Squares, Kriging and Radial Basis Functions

CHF 27.70
Author: Nasa Technical Reports Server (Ntrs)
Format: Paperback
Language: English
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.

Author: Nasa Technical Reports Server (Ntrs), Thiagarajan Krishnamurthy
Publisher: Bibliogov
Published: 08/06/2013
Pages: 32
Binding Type: Paperback
Weight: 0.17lbs
Size: 9.69h x 7.44w x 0.07d
ISBN: 9781289277154

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