Designing efficient computer experiments for metamodel generation

2001 International Conference on Modeling and Simulation of Microsystems - MSM 2001

Volumn , Issue , 2001, Pages 132-135

  Crary, Selden B ^a,b   Woodcock, David M ^c   Hieke, Andreas ^a  

^a WebDOE Division   (United States)

^b University of Michigan   (United States)

^c UNIVERSITY OF MICHIGAN   (United States)

Author keywords

I OPT; Imse optimality; Kriging; Metamodel; Optimal design for computer experiments

Indexed keywords

COMPUTER AIDED DESIGN; FUNCTIONS; INFORMATION MANAGEMENT; INTEGRATION; MAXIMUM LIKELIHOOD ESTIMATION; RANDOM PROCESSES;

I-OPT; IMSE-OPTIMALITY; KRIGING; METAMODEL; OPTIMAL DESIGN FOR COMPUTER EXPERIMENTS;

COMPUTER SYSTEMS;

EID: 6344262423     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. W.J. Welch, R.J. Buck, J. Sacks, H.P. Wynn, and T.J. Mitchell, M.D. Morris, "Screening, Predicting, and Computer Experiments," Technometrics, 34, 15-25, 1992.
2. S.B. Crary, P. Cousseau, D. Armstrong, D.M. Woodcock, E.H. Mok, O. Dubochet, P. Lerch, and P. Renaud, "Optimal Design of Computer Experiments for Metamodel Generation Using I-OPT™," Computer Modeling in Engineering and Sciences, 1, 1-14, 2000.
3. J. Sacks, S.B. Schiller, W.J. Welch, "Design of Computer Experiments," Technometrics, 31, 41-47, 1989.
4. J.R. Koehler and A.B. Owen, "Computer Experiments," in S. Ghosh and C.R. Rao, editors, Handbook of Statistics, 13, 261-308, Elsevier Science, New York, 1996.
5. D.M. Woodcock and S.B. Crary, "Navigating Smooth IMSE Landscapes Using High Precision Floating Point," (oral only) Joint Statistical Meetings, Indianapolis, IN, 13-17 Aug 2000.