메뉴 건너뛰기




Volumn 1, Issue , 2004, Pages 49-61

Sequential metamodeling in engineering design

Author keywords

[No Author keywords available]

Indexed keywords

ENGINEERING DESIGN; SEQUENTIAL EXPLORATORY EXPERIMENTAL DESIGN (SEED); SEQUENTIAL METAMODELING; STATISTICAL METAMODELS;

EID: 20344388808     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (29)

References (44)
  • 4
    • 0035727744 scopus 로고    scopus 로고
    • Comparative studies of metamodeling techniques under multiple modeling criteria
    • Jin, R., Chen, W., and Simpson, T., "Comparative Studies of Metamodeling Techniques under Multiple Modeling Criteria", Journal of Structural & Multidisciplinary Optimization, 23(1) 1-13, 2001.
    • (2001) Journal of Structural & Multidisciplinary Optimization , vol.23 , Issue.1 , pp. 1-13
    • Jin, R.1    Chen, W.2    Simpson, T.3
  • 5
    • 0034933620 scopus 로고    scopus 로고
    • Metamodels for computer-based engineering design: Survey and recommendations
    • Simpson, T.W., Peplinski, J., Koch, P.N. and Allen, J.K., 2001, "Metamodels for Computer-Based Engineering Design: Survey and Recommendations, Engineering with Computers, 17(2), 129-150.
    • (2001) Engineering with Computers , vol.17 , Issue.2 , pp. 129-150
    • Simpson, T.W.1    Peplinski, J.2    Koch, P.N.3    Allen, J.K.4
  • 7
    • 84865486245 scopus 로고
    • Principles of geostatistics
    • Matheron, G., 1963, "Principles of Geostatistics," Economic Geology, 58, pp. 1246-1266.
    • (1963) Economic Geology , vol.58 , pp. 1246-1266
    • Matheron, G.1
  • 9
    • 84972517827 scopus 로고
    • Design and analysis of computer experiments
    • Sacks, J., Welch, W. J., Mitchell, T. J. and Wynn, H. P., 1989, "Design and Analysis of Computer Experiments," Statistical Science, Vol. 4, No. 4, pp. 409-435.
    • (1989) Statistical Science , vol.4 , Issue.4 , pp. 409-435
    • Sacks, J.1    Welch, W.J.2    Mitchell, T.J.3    Wynn, H.P.4
  • 11
    • 50049107306 scopus 로고    scopus 로고
    • Computer experiments
    • (Ghosh, S. and Rao, C. R., eds.), Elsevier Science, New York
    • Kochler, J. R. and Owen, A. B., 1996, "Computer Experiments," Handbook of Statistics (Ghosh, S. and Rao, C. R., eds.), Elsevier Science, New York, pp. 261-308.
    • (1996) Handbook of Statistics , pp. 261-308
    • Kochler, J.R.1    Owen, A.B.2
  • 12
    • 0001894402 scopus 로고
    • Computer experiments for quality control by parameter design
    • Welch, W. J., Yu, T.-K., Kang, S. M. and Sacks, J., 1990, "Computer Experiments for Quality Control by Parameter Design," Journal of Quality Technology, Vol. 22, No. 1, pp. 15-22.
    • (1990) Journal of Quality Technology , vol.22 , Issue.1 , pp. 15-22
    • Welch, W.J.1    Yu, T.-K.2    Kang, S.M.3    Sacks, J.4
  • 13
    • 0037719476 scopus 로고
    • The spatial correlation function approach to response surface estimation
    • December 13-16, (Swain, J. J., Goldsman, D., et al., eds.), Arlington, VA, IEEE
    • Mitchell, T. J. and Morris, M. D., 1992, December 13-16, "The Spatial Correlation Function Approach to Response Surface Estimation," Proceedings of the 1992 Winter Simulation Conference (Swain, J. J., Goldsman, D., et al., eds.), Arlington, VA, IEEE, pp. 565-571.
    • (1992) Proceedings of the 1992 Winter Simulation Conference , pp. 565-571
    • Mitchell, T.J.1    Morris, M.D.2
  • 14
    • 85051026345 scopus 로고    scopus 로고
    • Robust concept exploration in engineering design: Metamodeling techniques and goal formulations
    • Baltimore, Maryland, Paper No. DETC2000/DAC-14283
    • Lin, Y., Krishnapur, K., Allen, J.K., and Mistree, F., 2000, "Robust Concept Exploration in Engineering Design: Metamodeling Techniques and Goal Formulations," ASME Design Engineering Technical Conferences, Baltimore, Maryland, Paper No. DETC2000/DAC-14283.
    • (2000) ASME Design Engineering Technical Conferences
    • Lin, Y.1    Krishnapur, K.2    Allen, J.K.3    Mistree, F.4
  • 18
    • 0347131360 scopus 로고    scopus 로고
    • Global versus local search in constrained optimization of computer models
    • Schonlau, M., Welch, W. J. and Jones, D. R., 1997, "Global Versus Local Search in Constrained Optimization of Computer Models," Technical Report RR-97-11
    • (1997) Technical Report , vol.RR-97-11
    • Schonlau, M.1    Welch, W.J.2    Jones, D.R.3
  • 19
    • 20344388871 scopus 로고    scopus 로고
    • (Fluornoy, N., et al., Edits), Institute for Mathematical Statistics, Institute for Improvement in Quality and Productivity, University of Waterloo, Waterloo, Ontario, Canada
    • to appear in New Developments and Applications in Experimental Design (Fluornoy, N., et al., Edits), Institute for Mathematical Statistics, Institute for Improvement in Quality and Productivity, University of Waterloo, Waterloo, Ontario, Canada.
    • New Developments and Applications in Experimental Design
  • 20
    • 0004002065 scopus 로고    scopus 로고
    • Ph.D. Dissertation, The Georgia W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA
    • Simpson, T. W., 1998, A Concept Exploration Method for Product Family Design, Ph.D. Dissertation, The Georgia W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA.
    • (1998) A Concept Exploration Method for Product Family Design
    • Simpson, T.W.1
  • 21
    • 20344363242 scopus 로고    scopus 로고
    • MS Thesis, The George. W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia
    • Lin, Y., 2000, Robust Design Goal Formulations and Metamodeling Techniques, MS Thesis, The George. W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia.
    • (2000) Robust Design Goal Formulations and Metamodeling Techniques
    • Lin, Y.1
  • 22
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines (with discussion)
    • Friedman, J. H., 1991, "Multivariate Adaptive Regression Splines (with discussion)," Annals of Statistics, Vol 19, pp. 1-141.
    • (1991) Annals of Statistics , vol.19 , pp. 1-141
    • Friedman, J.H.1
  • 23
    • 0033612096 scopus 로고    scopus 로고
    • Application of orthogonal arrays and MARS to inventory forecasting stochastic dynamic programs
    • Chen, V. C. P., 1999, "Application of Orthogonal Arrays and MARS to Inventory Forecasting Stochastic Dynamic Programs," Computational Statistics and Data Analysis, 30, pp. 317-341.
    • (1999) Computational Statistics and Data Analysis , vol.30 , pp. 317-341
    • Chen, V.C.P.1
  • 24
    • 0001820934 scopus 로고    scopus 로고
    • Applying experimental design and regression splines to high-dimensional continuous-state stochastic dynamic programming
    • Chen, V. C. P., Ruppert, D., and Shoemaker, C. A., 1999, "Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming," Operations Research, Vol 47, pp. 38-53.
    • (1999) Operations Research , vol.47 , pp. 38-53
    • Chen, V.C.P.1    Ruppert, D.2    Shoemaker, C.A.3
  • 30
    • 0000208566 scopus 로고    scopus 로고
    • Statistical experimentation methods for achieving affordable concurrent systems design
    • Chen, W., Allen, J.K., Schrage, D.P. and Mistree, F., 1997, "Statistical Experimentation Methods for Achieving Affordable Concurrent Systems Design," AIAA Journal, 35(5), 893-900.
    • (1997) AIAA Journal , vol.35 , Issue.5 , pp. 893-900
    • Chen, W.1    Allen, J.K.2    Schrage, D.P.3    Mistree, F.4
  • 31
    • 70449619436 scopus 로고    scopus 로고
    • Improvement on the adaptive response surface method for high-dimensional computation-intensive design problems
    • Pittsburgh, PA, Paper No. DETC2001/DAC-21141
    • Wang, G., 2001, "Improvement on the Adaptive Response Surface Method for High-Dimensional Computation-Intensive Design Problems," ASME Design Engineering Technical Conferences - Design Automation Conference, Pittsburgh, PA, Paper No. DETC2001/DAC-21141.
    • (2001) ASME Design Engineering Technical Conferences - Design Automation Conference
    • Wang, G.1
  • 32
    • 0037530481 scopus 로고    scopus 로고
    • Adaptive response surface method using inherited Latin hypercube designs
    • Wang, G., 2003, "Adaptive Response Surface Method Using Inherited Latin Hypercube Designs," ASME Journal of Mechanical Design, 125(2), 210-220.
    • (2003) ASME Journal of Mechanical Design , vol.125 , Issue.2 , pp. 210-220
    • Wang, G.1
  • 33
    • 3242871612 scopus 로고    scopus 로고
    • New adaptive move-limit management strategy for approximate optimization, part 1
    • Wujek, B.A. and Renaud, J.E., 1998, "New Adaptive Move-Limit Management Strategy for Approximate Optimization, Part 1,"AIAA Journal, 36(10), 1911-1921.
    • (1998) AIAA Journal , vol.36 , Issue.10 , pp. 1911-1921
    • Wujek, B.A.1    Renaud, J.E.2
  • 34
    • 3242839030 scopus 로고    scopus 로고
    • New adaptive move-limit management strategy for approximate optimization, part 2
    • Wujek, B.A. and Renaud, J.E., 1998, "New Adaptive Move-Limit Management Strategy for Approximate Optimization, Part 2," AIAA Journal, 36(10), 1922-1934.
    • (1998) AIAA Journal , vol.36 , Issue.10 , pp. 1922-1934
    • Wujek, B.A.1    Renaud, J.E.2
  • 35
    • 0031998787 scopus 로고    scopus 로고
    • A trust region framework for managing the use of approximation models in optimization
    • Alexandrov, N. Dennis, J.E. Jr., Lewis, R.M. and Torczon, V., 1998, "A Trust Region Framework for Managing the Use of Approximation Models in Optimization," Structural Optimization, 15(1), 16-23.
    • (1998) Structural Optimization , vol.15 , Issue.1 , pp. 16-23
    • Alexandrov, N.1    Dennis Jr., J.E.2    Lewis, R.M.3    Torczon, V.4
  • 36
    • 0010883455 scopus 로고    scopus 로고
    • Trust region augmented Lagrangian methods for sequential response surface apprxoimation and optimization
    • Sacramento, CA, Paper No. DETC97/DAC-3773
    • Rodriguez, J.F., Renaud, J.E. and Watson, L.T., 1997, "Trust Region Augmented Lagrangian Methods for Sequential Response Surface Apprxoimation and Optimization," Advances in Design, Automation, ASME, Sacramento, CA, Paper No. DETC97/DAC-3773.
    • (1997) Advances in Design, Automation, ASME
    • Rodriguez, J.F.1    Renaud, J.E.2    Watson, L.T.3
  • 37
    • 2542469733 scopus 로고    scopus 로고
    • Fuzzy clustering based hierarchical metamodeling for design space reduction and optimization
    • June 2004
    • Wang, G. and Simpson, T.W., 2004, "Fuzzy Clustering Based Hierarchical Metamodeling for Design Space Reduction and Optimization," Engineering Optimization, Vol.36, No.3, June 2004, 313-335.
    • (2004) Engineering Optimization , vol.36 , Issue.3 , pp. 313-335
    • Wang, G.1    Simpson, T.W.2
  • 38
    • 0030397412 scopus 로고    scopus 로고
    • An engineering design methodology with multistage Bayesian surrogates and optimal sampling
    • Osio, I. G. and Amon, C. H., 1996, "An Engineering Design Methodology with Multistage Bayesian Surrogates and Optimal Sampling," Research in Engineering Design, 8, 189-206.
    • (1996) Research in Engineering Design , vol.8 , pp. 189-206
    • Osio, I.G.1    Amon, C.H.2
  • 39
    • 84972517827 scopus 로고
    • Design and analysis of computer experiments
    • Sacks, J., Welch, W. J., Mitchell, T. J. and Wynn, H. P., 1989, "Design and Analysis of Computer Experiments," Statistical Science, Vol. 4, No. 4, pp. 409-435.
    • (1989) Statistical Science , vol.4 , Issue.4 , pp. 409-435
    • Sacks, J.1    Welch, W.J.2    Mitchell, T.J.3    Wynn, H.P.4
  • 40
    • 84950437532 scopus 로고
    • Bayesian prediction of deterministic functions, with applications to the design and analysis of computer experiments
    • Currin, C., Mitchell, M., Morris, M., and Ylvisaker, D., 1991, "Bayesian Prediction of Deterministic Functions, with Applications to the Design and Analysis of Computer Experiments," Journal of the American Statistical Association, Volume 86, pp.953-963.
    • (1991) Journal of the American Statistical Association , vol.86 , pp. 953-963
    • Currin, C.1    Mitchell, M.2    Morris, M.3    Ylvisaker, D.4
  • 43
    • 14044276405 scopus 로고    scopus 로고
    • An sequential exploratory experimental design method: Development of appropriate empirical models in design
    • Salt Lake City, Utah, Paper No. DETC2004-57527
    • Lin, Y., Chen, V.C.P., Tsui, K.-L., Mistree, F., and Allen, J.K., 2004, "An Sequential Exploratory Experimental Design Method: Development of Appropriate Empirical Models in Design," ASME Design Engineering Technical Conferences, Salt Lake City, Utah, Paper No. DETC2004-57527.
    • (2004) ASME Design Engineering Technical Conferences
    • Lin, Y.1    Chen, V.C.P.2    Tsui, K.-L.3    Mistree, F.4    Allen, J.K.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.