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Volumn 2006, Issue , 2006, Pages

Surrogate model updating using clustering in a genetic algorithm setup

Author keywords

Data mining; Genetic algorithm; Kriging; Sequential updating; Single linkage clustering; Surrogate model

Indexed keywords

COMPUTER AIDED DESIGN; ITERATIVE METHODS; MATHEMATICAL MODELS; OPTIMIZATION;

EID: 33751330969     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/detc2006-99491     Document Type: Conference Paper
Times cited : (4)

References (15)
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    • Hazelrigg, G.A.1
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    • Martin, J. D., and Simpson, T. W., 2005, "Use of Kriging Models to Approximate Deterministic Computer Models," AIAA Journal, 43(4), 853-863.
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    • Martin, J.D.1    Simpson, T.W.2
  • 7
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    • On the use of statistics in design and the implications for deterministic computer experiments
    • Sacramento, CA, DETC97/DTM-3881
    • Simpson, T. W., Peplinski, J., Koch, P. N.; and Allen, J. K., 1997, "On the Use of Statistics in Design and the Implications for Deterministic Computer Experiments," ASME 1997 Design Engineering Technical Conferences, Sacramento, CA, DETC97/DTM-3881.
    • (1997) ASME 1997 Design Engineering Technical Conferences
    • Simpson, T.W.1    Peplinski, J.2    Koch, P.N.3    Allen, J.K.4
  • 9
    • 0018468345 scopus 로고
    • A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKey, M. D., Beckman, R. J., and Conover, W. J., 1979, "A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from A Computer Code," Technometrics, 21(2). 239-245.
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKey, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 10
    • 3242803554 scopus 로고    scopus 로고
    • Application-driven sequential designs for simulation experiments: Kriging metamodelling
    • Kleijnen, J. P. C., and Beers, W. C. M., 2004, "Application-Driven Sequential Designs for Simulation Experiments: Kriging Metamodelling," The Journal of the Operational Research Society, 55(8), 876-883.
    • (2004) The Journal of the Operational Research Society , vol.55 , Issue.8 , pp. 876-883
    • Kleijnen, J.P.C.1    Beers, W.C.M.2
  • 11
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    • Kriging interpolation in simulation: A survey
    • R. G. Ingalls, M. D. Rossetti, J. S. Smith, and B. A. Peters, eds., IEEE, Piscataway, NJ
    • Beers, W. C. M., and Kleijnen, J.P.C., 2004, "Kriging Interpolation in Simulation: A Survey" the 2004 Winter Simulation Conference, R. G. Ingalls, M. D. Rossetti, J. S. Smith, and B. A. Peters, eds., IEEE, Piscataway, NJ, 113-121.
    • (2004) The 2004 Winter Simulation Conference , pp. 113-121
    • Beers, W.C.M.1    Kleijnen, J.P.C.2
  • 15
    • 0004079144 scopus 로고
    • Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK, Access Date: 5/4/2006
    • ChipperFeld, A., Fleming, P., Pohlheim, H., and Fonseca, C., 1994 "Genetic Algorithm Toolbox User's Guide," vl.2, Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK. http://www.shef.ac.uk/content/1/c6/03/35/06/manual.pdf, Access Date: 5/4/2006.
    • (1994) "Genetic Algorithm Toolbox User's Guide," Vl.2
    • Chipperfeld, A.1    Fleming, P.2    Pohlheim, H.3    Fonseca, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.