Statistical design and analysis of computer experiments for the generation of parsimonious metamodels

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4408, Issue , 2001, Pages 29-39

  Crary, S B ^a  

^a University of Michigan   (United States)

Author keywords

Design of experiments; DOE; Experimental design; I OPT; I optimality; Iz optimality; Metamodel; Surrogate model; WebDOE

Indexed keywords

APPROXIMATION THEORY; COMPUTER SIMULATION; COMPUTER TESTING; CORRELATION METHODS; DESIGN FOR TESTABILITY; INTERPOLATION; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; OPTOELECTRONIC DEVICES; ORDINARY DIFFERENTIAL EQUATIONS;

PARSIMONIOUS METAMODELS;

MICROELECTROMECHANICAL DEVICES;

EID: 0034874558     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.425372     Document Type: Conference Paper

References (35)

1. Design of computer experiments
2. Design and analysis of computer experiments
3. Computer experiments for quality control by parameter design
4. Bayesian prediction of deterministic functions, with applications to the design and analysis of computer experiments
5. Screening, predicting, and computer experiments
6. Asymptotic bayes criteria for nonparametric response surface generation
7. Computer experiments
8. Spatial correlation metamodels for global approximation in structural design optimization
9. Using approximations to accelerate engineering design optimization
10. A rigorous framework for optimization of expensive functions by surrogates
11. Integrated circuit design optimization using a sequential strategy
12. Arctic ice variability: Model sensitivities and a multidecadal simulation
13. Parameter space exploration of an ocean general circulation model using an isopycnal mixing parameterization
14. Circuit optimization via sequential computer experiments: Design of an output buffer
15. Parametric modeling of a microaccelerometer using I-optimal design of experiments for finite-element analysis
16. Comparison of response surface and kriging models for multidisciplinary design optimization
17. Response surface models combining linear and euler aerodynamics for supersonic transport design
18. Optimal design of computer experiments for metamodel generation using I-OPT™
19. Designing efficient computer experiments for metamodel generation
20. The application of the annealing algorithm to the construction of exact optimal designs for linear-regression models
21. A new approach to the construction of optimal designs
22. A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
23. A minimum bias latin hypercube design
24. Exploratory designs for computational experiments
25. Orthogonal arrays for computer experiments, integration and visualization
26. Orthogonal array-based latin hypercubes
27. Randomly permuted (t,m,s)-nets and (t,s)-sequences
28. Factorial hypercube designs for spatial correlation regression
29. An efficient sampling technique for off-line quality control
30. Maximum entropy sampling
31. Navigating smooth IMSE landscapes using high precision floating point
32. z-optimality option of I-OPT