Abstract
Computer experiments are very useful for improving vehicle designs. Construction of computer experiments is of crucial importance. There are many space filling designs for computer experiments. The uniformity and low-discrepancy sets have played an important role in the construction of designs for computer experiments. To gain insight into why space-filling designs have good performance in computer experiments, in this paper, we compare several statistical models from different statistical viewpoints. We further demonstrate that the uniform design is an optimal one from several aspects.
Original language | English |
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Pages (from-to) | 198-210 |
Number of pages | 13 |
Journal | International Journal of Materials and Product Technology |
Volume | 25 |
Issue number | 1-3 |
Early online date | 29 Nov 2005 |
DOIs | |
Publication status | Published - Jan 2006 |
Externally published | Yes |
Scopus Subject Areas
- Safety, Risk, Reliability and Quality
- Mechanics of Materials
- Mechanical Engineering
- Industrial and Manufacturing Engineering
User-Defined Keywords
- Computer experiments
- Robust design
- Uniform design
- Uniformity
- vehicle design
- space filling designs
- statistical models
- simulation
- experimental design