Citation
Zheng, Guanchao and Mohd Ariffin, Mohd Khairol Anuar and Ahmad, Siti Azfanizam and Abdul Aziz, Nuraini and Wen, Xu
(2022)
A novel progressive response surface method for high-order polynomial metamodel.
Journal of Physics: Conference Series, 2224.
art. no. 12045.
pp. 1-12.
ISSN 1742-6596
Abstract
The response surface method (RSM) model as a general metamodel has already widely been applied to many practical problems. However, the majority of studies only focus on the 2nd-order terms RSM model instead of how to determine the high-order terms. This paper introduced a novel progressive response surface method (NPRSM) combining optimal Latin hypercube design (OLHD), moving least square method (MLSM) and statistical test. This NPRSM model can decide the high-order terms by progressive procedure. Then three numerical function can be proposed to validate the accuracy and the approximated performance of the NPRSM model.
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Additional Metadata
| Item Type: | Article |
|---|---|
| Divisions: | Faculty of Economics and Management Faculty of Engineering |
| DOI Number: | https://doi.org/10.1088/1742-6596/2224/1/012045 |
| Publisher: | Institute of Physics Publishing Ltd. |
| Keywords: | Novel progressive response surface method (NPRSM); Higher-order polynomials; Optimal Latin hypercube design (OLHD); Moving least square method (MLSM) |
| Depositing User: | Ms. Nur Faseha Mohd Kadim |
| Date Deposited: | 10 Jul 2024 06:09 |
| Last Modified: | 10 Jul 2024 06:09 |
| Altmetrics: | http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1088/1742-6596/2224/1/012045 |
| URI: | http://psasir.upm.edu.my/id/eprint/100268 |
| Statistic Details: | View Download Statistic |
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