메뉴 건너뛰기




Volumn 40, Issue 10, 2002, Pages 2053-2060

Computationally inexpensive metamodel assessment strategies

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; ERROR ANALYSIS; MATHEMATICAL MODELS; MATRIX ALGEBRA; OPTIMIZATION; POLYNOMIALS; RADIAL BASIS FUNCTION NETWORKS; SOFTWARE ENGINEERING;

EID: 0036806493     PISSN: 00011452     EISSN: None     Source Type: Journal    
DOI: 10.2514/2.1538     Document Type: Article
Times cited : (278)

References (34)
  • 1
    • 0035474879 scopus 로고    scopus 로고
    • Metamodeling of combined discrete/continuous responses
    • Meckesheimer, M., Barton, R. R., Simpson, T. W., Limayem, F., and Yannou, B., "Metamodeling of Combined Discrete/Continuous Responses," AIAA Journal, Vol. 39, No. 10, 2001, pp. 1955-1959.
    • (2001) AIAA Journal , vol.39 , Issue.10 , pp. 1955-1959
    • Meckesheimer, M.1    Barton, R.R.2    Simpson, T.W.3    Limayem, F.4    Yannou, B.5
  • 2
    • 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., "Metamodels for Computer-Based Engineering Design: Survey and Recommendations," Engineering with Computers, Vol. 17, No. 2, 2001, pp. 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
  • 3
    • 0032121775 scopus 로고    scopus 로고
    • Optimization and experiments: A survey
    • Haftka, R., Scott, E. P., and Cruz, J. R., "Optimization and Experiments: A Survey," Applied Mechanics Review, Vol. 51, No. 7, 1998, pp. 435-448.
    • (1998) Applied Mechanics Review , vol.51 , Issue.7 , pp. 435-448
    • Haftka, R.1    Scott, E.P.2    Cruz, J.R.3
  • 4
    • 0031211068 scopus 로고    scopus 로고
    • Multidisciplinary aerospace design optimization: Survey of recent developments
    • Sobieszczanski-Sobieski, J., and Haftka, R. T., "Multidisciplinary Aerospace Design Optimization: Survey of Recent Developments," Structural Optimization, Vol. 14, No. 1, 1997, pp. 1-23.
    • (1997) Structural Optimization , vol.14 , Issue.1 , pp. 1-23
    • Sobieszczanski-Sobieski, J.1    Haftka, R.T.2
  • 5
    • 0001830634 scopus 로고
    • A comment on blanning's metamodel for sensitivity analysis: The regression metamodel in simulation
    • Kleijnen, J. P. C., "A Comment on Blanning's Metamodel for Sensitivity Analysis: The Regression Metamodel in Simulation," Interfaces, Vol. 5, No. 1, 1975, pp. 21-23.
    • (1975) Interfaces , vol.5 , Issue.1 , pp. 21-23
    • Kleijnen, J.P.C.1
  • 6
    • 0028751759 scopus 로고
    • Metamodeling: A state of the art review
    • edited by J. D. Tew, S. Mannivannan, D. A. Sadowski, A. F. Seila, IEEE Publications, Piscataway, NJ
    • Barton, R. R., "Metamodeling: A State of the Art Review," Proceedings of the 1994 Winter Simulation Conference, edited by J. D. Tew, S. Mannivannan, D. A. Sadowski, A. F. Seila, IEEE Publications, Piscataway, NJ, 1994, pp. 237-244.
    • (1994) Proceedings of the 1994 Winter Simulation Conference , pp. 237-244
    • Barton, R.R.1
  • 7
    • 85087593246 scopus 로고    scopus 로고
    • Comparative studies of metamodeling techniques under multiple modeling criteria
    • AIAA Paper 2000-4801, Sept
    • Jin, R., Chen, W., and Simpson, T. W., "Comparative Studies of Metamodeling Techniques Under Multiple Modeling Criteria," AIAA Paper 2000-4801, Sept. 2000.
    • (2000)
    • Jin, R.1    Chen, W.2    Simpson, T.W.3
  • 8
    • 0002337285 scopus 로고    scopus 로고
    • A methodology for fitting and validating metamodels in simulation
    • Kleijnen, J. P. C., and Sargent, R. G., "A Methodology for Fitting and Validating Metamodels in Simulation," European Journal of Operations Research, Vol. 120, No. 1, 2000, pp. 14-29.
    • (2000) European Journal of Operations Research , vol.120 , Issue.1 , pp. 14-29
    • Kleijnen, J.P.C.1    Sargent, R.G.2
  • 9
    • 0029271077 scopus 로고
    • Surrogates for numerical simulations; optimization of eddy-promoter heat exchangers
    • Yesilyurt, S., and Patera, A. T., "Surrogates for Numerical Simulations; Optimization of Eddy-Promoter Heat Exchangers," Computer Methods in Applied Mechanics and Engineering, Vol. 121, No. 1-4, 1995, pp. 231-257.
    • (1995) Computer Methods in Applied Mechanics and Engineering , vol.121 , Issue.1-4 , pp. 231-257
    • Yesilyurt, S.1    Patera, A.T.2
  • 11
    • 0030397412 scopus 로고    scopus 로고
    • An engineering design methodology with multistage Bayesian surrogates and optimal sampling
    • Osio, I. G., and Amon, C. H., "An Engineering Design Methodology with Multistage Bayesian Surrogates and Optimal Sampling," Research in Engineering Design, Vol. 8, No. 4, 1996, pp. 189-206.
    • (1996) Research in Engineering Design , vol.8 , Issue.4 , pp. 189-206
    • Osio, I.G.1    Amon, C.H.2
  • 13
    • 84950461221 scopus 로고
    • Kriging and splines: An empirical comparison of their predictive performance in some applications
    • Laslett, G. M., "Kriging and Splines: An Empirical Comparison of their Predictive Performance in Some Applications," Journal of the American Statistical Association, Vol. 89, No. 426, 1994, pp. 391-400.
    • (1994) Journal of the American Statistical Association , vol.89 , Issue.426 , pp. 391-400
    • Laslett, G.M.1
  • 14
    • 0001009159 scopus 로고
    • Bayesian design and analysis of computer experiments: Two examples
    • Mitchell, T. J., and Morris, M. D., "Bayesian Design and Analysis of Computer Experiments: Two Examples," Statistica Sinica, Vol. 2, 1992, pp. 359-379.
    • (1992) Statistica Sinica , vol.2 , pp. 359-379
    • Mitchell, T.J.1    Morris, M.D.2
  • 18
    • 84972517827 scopus 로고
    • Design and analysis of computer experiments
    • Sacks, J., Welch, W. J., Mitchell, T. J., and Wynn, H. P. "Design and Analysis of Computer Experiments," Statistical Science, Vol. 4, No. 4, 1989, 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
  • 19
    • 0035659213 scopus 로고    scopus 로고
    • Kriging metamodels for global approximation in simulation-based multidisciplinary design optimization
    • Simpson, T. W., Mauery, T. M., Korte, J. J., and Mistree, F. "Kriging Metamodels for Global Approximation in Simulation-Based Multidisciplinary Design Optimization," AIAA Journal, Vol. 39, No. 12, 2001, pp. 2233-2241.
    • (2001) AIAA Journal , vol.39 , Issue.12 , pp. 2233-2241
    • Simpson, T.W.1    Mauery, T.M.2    Korte, J.J.3    Mistree, F.4
  • 20
    • 0001018295 scopus 로고
    • Multiquadratic equations of topography and other irregular surfaces
    • Hardy, R. L., "Multiquadratic Equations of Topography and Other Irregular Surfaces," Journal of Geophysical Research, Vol. 76, 1971, pp. 1905-1915.
    • (1971) Journal of Geophysical Research , vol.76 , pp. 1905-1915
    • Hardy, R.L.1
  • 21
    • 0001355838 scopus 로고
    • Radial basis functions for multivariable interpolation: A review
    • edited by J. C. Mason and M. G. Cox, Oxford Univ. Press, London
    • Powell, M. J. D., "Radial Basis Functions for Multivariable Interpolation: A Review," Algorithms for Approximation, edited by J. C. Mason and M. G. Cox, Oxford Univ. Press, London, 1987, pp. 105-210.
    • (1987) Algorithms for Approximation , pp. 105-210
    • Powell, M.J.D.1
  • 22
    • 0000663580 scopus 로고
    • On multivariate polynomial interpolation
    • de Boor, C., and Ron, A., "On Multivariate Polynomial Interpolation," Constructive Approximation, Vol. 6, No. 3, 1990, pp. 287-302.
    • (1990) Constructive Approximation , vol.6 , Issue.3 , pp. 287-302
    • De Boor, C.1    Ron, A.2
  • 23
    • 0024607804 scopus 로고
    • Designs for computer experiments
    • Sacks, J., Schiller, S. B., and Welch, W. J., "Designs for Computer Experiments," Technometrics, Vol. 31, No. 1, 1989, pp. 41-47.
    • (1989) Technometrics , vol.31 , Issue.1 , pp. 41-47
    • Sacks, J.1    Schiller, S.B.2    Welch, W.J.3
  • 24
    • 51249161692 scopus 로고
    • The least solution for the polynomial interpolation problem
    • de Boor, C., and Ron, A., "The Least Solution for the Polynomial Interpolation Problem," Mathematische Zeitschrift, Vol. 210, No. 3, 1992, pp. 347-378.
    • (1992) Mathematische Zeitschrift , vol.210 , Issue.3 , pp. 347-378
    • De Boor, C.1    Ron, A.2
  • 25
    • 84968521926 scopus 로고
    • Computational aspects of polynomial interpolation in several variables
    • de Boor, C., and Ron, A., "Computational Aspects of Polynomial Interpolation in Several Variables," Mathematics of Computation, Vol. 58, No. 198, 1992, pp. 705-727.
    • (1992) Mathematics of Computation , vol.58 , Issue.198 , pp. 705-727
    • De Boor, C.1    Ron, A.2
  • 26
    • 0000444881 scopus 로고
    • Orthogonal arrays for computer experiments, integration and visualization
    • Owen, A. B., "Orthogonal Arrays for Computer Experiments, Integration and Visualization," Statistica Sinica, Vol. 2, 1992, pp. 439-452.
    • (1992) Statistica Sinica , vol.2 , pp. 439-452
    • Owen, A.B.1
  • 27
    • 0018468345 scopus 로고
    • A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKay, M. D., Beckman, R. J., and Conover, W. J., "A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code," Technometrics, Vol. 21, No. 2, 1979, pp. 239-245.
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 28
    • 21344480032 scopus 로고
    • Orthogonal array-based latin hypercubes
    • Tang, B., "Orthogonal Array-Based Latin Hypercubes," Journal of the American Statistical Association, Vol. 88, No. 424, 1993, pp. 1392-1397.
    • (1993) Journal of the American Statistical Association , vol.88 , Issue.424 , pp. 1392-1397
    • Tang, B.1
  • 29
    • 0031195390 scopus 로고    scopus 로고
    • An efficient sampling technique for off-line quality control
    • Kalagnanam, J. R., and Diwekar, U. M., "An Efficient Sampling Technique for Off-Line Quality Control," Technometrics, Vol. 39, No. 3, 1997, pp. 308-319.
    • (1997) Technometrics , vol.39 , Issue.3 , pp. 308-319
    • Kalagnanam, J.R.1    Diwekar, U.M.2
  • 30
    • 0034248857 scopus 로고    scopus 로고
    • Uniform design: Theory and application
    • Fang, K.-T., Lin, D. K. J., Winker, P., and Zhang, Y., "Uniform Design: Theory and Application," Technometrics, Vol. 42, No. 2, 2000, pp. 437-248.
    • (2000) Technometrics , vol.42 , Issue.2 , pp. 237-248
    • Fang, K.-T.1    Lin, D.K.J.2    Winker, P.3    Zhang, Y.4
  • 34
    • 0011222909 scopus 로고    scopus 로고
    • A framework for metamodel-based design: Subsystem metamodel assessment and implementation issues
    • Ph.D. Dissertation, Dept. of Industrial and Manufacturing Engineering, Pennsylvania State Univ., University Park, PA, Dec.; also URL:; [cited 20 Aug. 2001]
    • Meckesheimer, M., "A Framework for Metamodel-Based Design: Subsystem Metamodel Assessment and Implementation Issues," Ph.D. Dissertation, Dept. of Industrial and Manufacturing Engineering, Pennsylvania State Univ., University Park, PA, Dec. 2001; also URL: http://etda.librariespsu.edu/[cited 20 Aug. 2001].
    • (2001)
    • Meckesheimer, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.