Study of metamodeling techniques and their applications in engineering design

American Society of Mechanical Engineers, Manufacturing Engineering Division, MED

Volumn 10, Issue , 1999, Pages 89-95

  Wang, Nanxin ^a   Ge, Ping ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; CONCURRENT ENGINEERING; COSTS; DECISION THEORY; PRODUCT DESIGN; PRODUCT DEVELOPMENT; RAPID PROTOTYPING;

ENGINEERING DESIGNS; METAMODELING METHODS;

COMPUTER INTEGRATED MANUFACTURING;

EID: 0033348226     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (13)

1. Box, G. E. P. and Draper, N. R., "Empirical Model-Building and Response Surface"s, John Wiley & Sons, New York, 1987.
2. Koehler, J. R. and Owen, A. B., "Computer Experiments", Handbook of Statistics (Ghosh, S. and Rao, C. R., eds.), Elsevier Science, New York, 1996, pp. 261-308
3. Lu, Stephen C.-Y., Ge, P. and Wang, N., "Application of an Evolutionary Modeling Approach to Automotive Bumper System Design and Analysis", ASME, DETC98/CIE-5548, Sept., 1998.
4. Lu, Stephen C.-Y. and Tcheng, D. K., 1991, "Building Layered Models to Support Engineering Decision Making: A Machine Learning Approach", Journal of Engineering of Industry, ASME Transactions, 113(1), pp. 1-9
5. Monostori, L., Brussel, H. Van and Westkamper, E., "Machine Learning Approaches to Manufacturing", Annals of the CIRP, 1996.
6. Montgomery, D. C. and Evans, D. M., jr., "Second-Order Response Surface Designs in Computer Simulation," Simulation, 1975, 29(6): pp. 169-178.
7. Montgomery, D. C., Design and Analysis of Experiments, Fourth Edition, John Wiley & Sons, New York, 1997
8. Myers, R. H., Khuri, A. I. And Carter, W. H., "Response Surface Methodology: 1966-1988", Technometrics, 1989, 31(2): pp. 137-157
9. Myers, R. H. and Montgomery, D. C., Response Surface Methodology: process and product Optimization using Designed Experiments, John Wiley & Sons, new york, 1995.
10. Simpson, Timothy W., Peplinski, Jesse, Koch, Patrick N. and Allen, Janet, K., "Metamodels for Computer-Based Engineering Design: Survey and Recommendations",
11. Sacks, J., Welch, W. J., Mitchell, T. J. and Wynn, H. P., "Design and Analysis of Computer Experiments", Statistical Science, 1989, 4(4): pp. 409-435
12. Welch, W. J., Yu, T.-K., Kang, S. M. and Sacks, J., "Computer Experiments for Quality Control by Parameter Design", Journal of Quality Technology, 1990, 22(1): pp. 15-22
13. Welch, W. J., Buck, R. J., Sacks, J., Wynn, H. P., Mitchell, T. J. and Morris, M. D., " Screening, Predicting, and Computer Experiments", Technometrics, 1992, 34(1): pp. 15-25.