메뉴 건너뛰기




Volumn 24, Issue 4, 2014, Pages

Gradient extrapolated stochastic kriging

Author keywords

Response surface; Simulation; Stochastic gradients; Stochastic kriging

Indexed keywords

EXTRAPOLATION; INTERPOLATION; MEAN SQUARE ERROR; PERTURBATION TECHNIQUES;

EID: 84911483291     PISSN: 10493301     EISSN: 15581195     Source Type: Journal    
DOI: 10.1145/2658995     Document Type: Conference Paper
Times cited : (28)

References (22)
  • 1
    • 85086491742 scopus 로고    scopus 로고
    • Using gradients to construct cokriging approximation models for highdimensional design optimization problems
    • AIAA.
    • J. J. Alonso and H. S. Chung. 2002. Using gradients to construct cokriging approximation models for highdimensional design optimization problems. In 40th AIAA Aerospace Sciences Meeting and Exhibit, AIAA. 2002-0317.
    • (2002) 40th AIAA Aerospace Sciences Meeting and Exhibit , pp. 2002-0317
    • Alonso, J.J.1    Chung, H.S.2
  • 2
    • 77951184800 scopus 로고    scopus 로고
    • Stochastic kriging for simulation metamodeling
    • (March 2010)
    • B. E. Ankenman, B. L. Nelson, and J. Staum. 2010. Stochastic kriging for simulation metamodeling. Operations research 58, 2 (March 2010), 371-382.
    • (2010) Operations Research , vol.58 , Issue.2 , pp. 371-382
    • Ankenman, B.E.1    Nelson, B.L.2    Staum, J.3
  • 3
    • 77951585472 scopus 로고    scopus 로고
    • Simulation optimization using metamodels
    • M. D. Rossetti, R. R. Hill, B. Johansson, A. Dunkin, and R. G. Ingalls (Eds.). Institute of Electrical and Electronics Engineers, Inc, Piscataway, New Jersey
    • R. R. Barton. 2009. Simulation optimization using metamodels. In Proceedings of the 2009 Winter Simulation Conference, M. D. Rossetti, R. R. Hill, B. Johansson, A. Dunkin, and R. G. Ingalls (Eds.). Institute of Electrical and Electronics Engineers, Inc, Piscataway, New Jersey, 230-238.
    • (2009) Proceedings of the 2009 Winter Simulation Conference , pp. 230-238
    • Barton, R.R.1
  • 5
  • 6
    • 84877868311 scopus 로고    scopus 로고
    • Enhancing stochastic kriging metamodels with gradient estimators
    • 2013
    • X. Chen, B. E. Ankenman, and B. L. Nelson. 2013. Enhancing stochastic kriging metamodels with gradient estimators. Operations Research 61, 2 (2013), 512-528.
    • (2013) Operations Research , vol.61 , Issue.2 , pp. 512-528
    • Chen, X.1    Ankenman, B.E.2    Nelson, B.L.3
  • 7
    • 84879539900 scopus 로고    scopus 로고
    • Penalized maximum likelihood estimation and variable selection in geostatistics
    • 2011
    • T. Chu, J. Zhu, and H. Wang. 2011. Penalized maximum likelihood estimation and variable selection in geostatistics. Annals of Statistics 39, 5 (2011), 2607-2625.
    • (2011) Annals of Statistics , vol.39 , Issue.5 , pp. 2607-2625
    • Chu, T.1    Zhu, J.2    Wang, H.3
  • 8
    • 56849096061 scopus 로고    scopus 로고
    • What you should know about simulation and derivatives
    • 2008
    • M. C. Fu. 2008. What you should know about simulation and derivatives. Naval Research Logistics 55, 8 (2008), 723-736.
    • (2008) Naval Research Logistics , vol.55 , Issue.8 , pp. 723-736
    • Fu, M.C.1
  • 9
    • 84905252869 scopus 로고    scopus 로고
    • Regression models augumented with direct stochastic gradient estimators
    • M. C. Fu and H. Qu. 2014. Regression models augumented with direct stochastic gradient estimators. INFORMS Journal on Computing 26, 3, 484-499.
    • (2014) INFORMS Journal on Computing , vol.26 , Issue.3 , pp. 484-499
    • Fu, M.C.1    Qu, H.2
  • 12
    • 13444266107 scopus 로고    scopus 로고
    • Robustness of kriging when interpolating in random simulation with heterogeneous variances: Some experiments
    • 2005
    • J. P. C. Kleijnen andW. C. M. van Beers. 2005. Robustness of kriging when interpolating in random simulation with heterogeneous variances: Some experiments. European Journal of Operational Research 165, 3 (2005), 826-834.
    • (2005) European Journal of Operational Research , vol.165 , Issue.3 , pp. 826-834
    • Kleijnen, J.P.C.1    Van Beers, W.C.M.2
  • 13
    • 0000997790 scopus 로고
    • A unified view of the IPA, SF, and LR gradient estimation techniques
    • 1990
    • P. L'Ecuyer. 1990. A unified view of the IPA, SF, and LR gradient estimation techniques. Management Science 36 (1990), 1364-1383.
    • (1990) Management Science , vol.36 , pp. 1364-1383
    • L'Ecuyer, P.1
  • 14
    • 18944382184 scopus 로고    scopus 로고
    • Analysis of computer experiments using penalized likelihood in Gaussian kriging models
    • May, 2005
    • R. Li and A. Sudjianto. 2005. Analysis of computer experiments using penalized likelihood in Gaussian kriging models. Technometrics 47, 2 (May 2005), 111-121.
    • (2005) Technometrics , vol.47 , Issue.2 , pp. 111-121
    • Li, R.1    Sudjianto, A.2
  • 16
    • 84874719562 scopus 로고    scopus 로고
    • On direct gradient enhanced simulation metamodels
    • Institute of Electrical and Electronics Engineers
    • H. Qu and M. C. Fu. 2012. On direct gradient enhanced simulation metamodels. In Proceedings of the 2012 Winter Simulation Conference. Institute of Electrical and Electronics Engineers, Article 43, 12 pages.
    • (2012) Proceedings of the 2012 Winter Simulation Conference , pp. 12
    • Qu, H.1    Fu, M.C.2
  • 19
    • 77951573950 scopus 로고    scopus 로고
    • Better simulation metamodeling: The why, what, and how of stochastic kriging
    • M. D. Rossetti, R. R. Hill, B. Johansson, A. Dunkin, and R. G. Ingalls (Eds.). Institute of Electrical and Electronics Engineers, Piscataway, NJ
    • J. Staum. 2009. Better simulation metamodeling: The why, what, and how of stochastic kriging. In Proceedings of the 2009 Winter Simulation Conference, M. D. Rossetti, R. R. Hill, B. Johansson, A. Dunkin, and R. G. Ingalls (Eds.). Institute of Electrical and Electronics Engineers, Piscataway, NJ, 119-133.
    • (2009) Proceedings of the 2009 Winter Simulation Conference , pp. 119-133
    • Staum, J.1
  • 20
    • 35549002315 scopus 로고    scopus 로고
    • Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping
    • 2008
    • W. C. M. van Beers and J. P. C. Kleijnen. 2008. Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping. European Journal of Operational Research 186, 3 (2008), 1099-1113.
    • (2008) European Journal of Operational Research , vol.186 , Issue.3 , pp. 1099-1113
    • Van Beers, W.C.M.1    Kleijnen, J.P.C.2
  • 22
    • 33749026960 scopus 로고    scopus 로고
    • Eigenvalue inequalities for matrix product
    • Sept. 2006
    • F. Zhang and Q. Zhang. 2006. Eigenvalue inequalities for matrix product. IEEE Transactions on Automatic Control 51, 9 (Sept. 2006), 1506-1509.
    • (2006) IEEE Transactions on Automatic Control , vol.51 , Issue.9 , pp. 1506-1509
    • Zhang, F.1    Zhang, Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.