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Volumn 25, Issue 2, 2013, Pages 230-243

Stochastic trust-region response-surface method (STRONG) - A new response-surface framework for simulation optimization

Author keywords

Black box method; Response surface methodology; Simulation optimization; Trust region method

Indexed keywords

BLACK BOXES; COMPLEX STOCHASTIC SYSTEMS; COMPUTATIONAL ADVANTAGES; DETERMINISTIC OPTIMIZATION; RESPONSE SURFACE METHODOLOGY; RESPONSE-SURFACE METHOD; SIMULATION OPTIMIZATION; TRUST-REGION METHODS;

EID: 84877989635     PISSN: 10919856     EISSN: 15265528     Source Type: Journal    
DOI: 10.1287/ijoc.1120.0498     Document Type: Article
Times cited : (88)

References (47)
  • 2
    • 84971943390 scopus 로고
    • Generic uniform convergence
    • Andrews DWK (1992) Generic uniform convergence. Econometric Theory 8: 241-257.
    • (1992) Econometric Theory , vol.8 , pp. 241-257
    • Andrews, D.W.K.1
  • 3
    • 67449131720 scopus 로고    scopus 로고
    • Response surface methodology with stochastic constraints for expensive simulation
    • Angün E, Kleijnen J, Hertog DD, Gurkan G (2009) Response surface methodology with stochastic constraints for expensive simulation. J. Oper. Res. Soc. 60(6): 735-746.
    • (2009) J. Oper. Res. Soc. , vol.60 , Issue.6 , pp. 735-746
    • Angün, E.1    Kleijnen, J.2    Hertog, D.D.3    Gurkan, G.4
  • 5
    • 0001446599 scopus 로고    scopus 로고
    • Nelder-Mead simplex modifications for simulation optimization
    • Barton RR, Ivey JS (1996) Nelder-Mead simplex modifications for simulation optimization. Management Sci. 42(7): 954-973.
    • (1996) Management Sci. , vol.42 , Issue.7 , pp. 954-973
    • Barton, R.R.1    Ivey, J.S.2
  • 6
    • 77950468650 scopus 로고    scopus 로고
    • Metamodel-based simulation optimization
    • Henderson SG, Nelson BL, eds., (Elsevier, Amsterdam)
    • Barton RR, Meckesheimer M (2006) Metamodel-based simulation optimization. Henderson SG, Nelson BL, eds. Handbooks in Operations Research and Management Science, Vol. 13 (Elsevier, Amsterdam), 535-574.
    • (2006) Handbooks in Operations Research and Management Science , vol.13 , pp. 535-574
    • Barton, R.R.1    Meckesheimer, M.2
  • 8
    • 29444437829 scopus 로고    scopus 로고
    • An adaptive Monte Carlo algorithm for computing mixed logit estimators
    • Bastin F, Cirillo C, Toint PL (2006) An adaptive Monte Carlo algorithm for computing mixed logit estimators. Comput. Management Sci. 3: 55-79.
    • (2006) Comput. Management Sci. , vol.3 , pp. 55-79
    • Bastin, F.1    Cirillo, C.2    Toint, P.L.3
  • 10
    • 0002363078 scopus 로고
    • On the experimental attainment of optimum conditions
    • Box GEP, Wilson KB (1951) On the experimental attainment of optimum conditions. J. Royal Statist. Soc. 13: 1-38.
    • (1951) J. Royal Statist. Soc. , vol.13 , pp. 1-38
    • Box, G.E.P.1    Wilson, K.B.2
  • 13
    • 49749126726 scopus 로고    scopus 로고
    • Stochastic trust region gradient-free method (STRONG) - A new response-surfacebased algorithm in simulation optimization
    • Henderson SG, Biller B, Hsieh M-H, Shortle J, Tew JD, Barton RR, eds., (IEEE, Piscataway, NJ)
    • Chang K-H, Hong LJ, Wan H (2007) Stochastic trust region gradient-free method (STRONG) - A new response-surfacebased algorithm in simulation optimization. Henderson SG, Biller B, Hsieh M-H, Shortle J, Tew JD, Barton RR, eds. Proc. 2007 Winter Simulation Conf. (IEEE, Piscataway, NJ), 346-354.
    • (2007) Proc. 2007 Winter Simulation Conf , pp. 346-354
    • Chang, K.-H.1    Hong, L.J.2    Wan, H.3
  • 15
    • 46749143789 scopus 로고    scopus 로고
    • Variable-number sample-path optimization
    • Deng G, Ferris MC (2009) Variable-number sample-path optimization. Math. Programming 117: 81-109.
    • (2009) Math. Programming , vol.117 , pp. 81-109
    • Deng, G.1    Ferris, M.C.2
  • 16
    • 0012260296 scopus 로고    scopus 로고
    • Optimization for simulation: Theory vs. practice
    • Fu MC (2002) Optimization for simulation: Theory vs. practice. INFORMS J. Comput. 14: 192-215.
    • (2002) INFORMS J. Comput , vol.14 , pp. 192-215
    • Fu, M.C.1
  • 17
    • 77950463930 scopus 로고    scopus 로고
    • Gradient estimation
    • Henderson SG, Nelson BL, eds., (Elsevier, Amsterdam)
    • Fu MC (2006) Gradient estimation. Henderson SG, Nelson BL, eds. Handbooks in Operations Research and Management Science, Vol. 13 (Elsevier, Amsterdam), 575-616.
    • (2006) Handbooks in Operations Research and Management Science , vol.13 , pp. 575-616
    • Fu, M.C.1
  • 18
    • 84976859194 scopus 로고
    • Likelihood ratio gradient estimation for stochastic systems
    • Glynn PW (1990) Likelihood ratio gradient estimation for stochastic systems. Comm. ACM 35(10): 75-84.
    • (1990) Comm. ACM , vol.35 , Issue.10 , pp. 75-84
    • Glynn, P.W.1
  • 20
    • 61449186343 scopus 로고    scopus 로고
    • Estimating quantile sensitivities
    • Hong LJ (2009) Estimating quantile sensitivities. Oper. Res. 57(1): 118-130.
    • (2009) Oper. Res. , vol.57 , Issue.1 , pp. 118-130
    • Hong, L.J.1
  • 21
    • 0027872212 scopus 로고
    • Response surface methodology and its applications in simulation
    • Evans, GW, Mollaghasemi, M, Russel, EC, Biles, WE, (IEEE, Piscataway, NJ)
    • Hood SJ, Welch PD (1993) Response surface methodology and its applications in simulation. Evans, GW, Mollaghasemi, M, Russel, EC, Biles, WE, Proc. 1993 Winter Simulation Conf. (IEEE, Piscataway, NJ), 115-122.
    • (1993) Proc. 1993 Winter Simulation Conf , pp. 115-122
    • Hood, S.J.1    Welch, P.D.2
  • 23
    • 0001079593 scopus 로고
    • Stochastic estimation of the maximum of a regression function
    • Kiefer J, Wolfowitz J (1952) Stochastic estimation of the maximum of a regression function. Ann. Math. Statist. 23(3): 462-466.
    • (1952) Ann. Math. Statist. , vol.23 , Issue.3 , pp. 462-466
    • Kiefer, J.1    Wolfowitz, J.2
  • 24
  • 26
    • 2942653002 scopus 로고    scopus 로고
    • Response surface methodology's steepest ascent and step size revisited
    • Kleijnen JPC, Hertog DD, Angün E (2004) Response surface methodology's steepest ascent and step size revisited. Eur. J. Oper. Res. 159(1): 121-131.
    • (2004) Eur. J. Oper. Res. , vol.159 , Issue.1 , pp. 121-131
    • Kleijnen, J.P.C.1    Hertog, D.D.2    Angün, E.3
  • 27
    • 25144463079 scopus 로고    scopus 로고
    • A user's guide to the brave new world of designing simulation experiments
    • Kleijnen JPC, Sanches SM, Lucas TW, Cioppa TM (2005) A user's guide to the brave new world of designing simulation experiments. INFORMS J. Comput. 17(3): 263-289.
    • (2005) INFORMS J. Comput , vol.17 , Issue.3 , pp. 263-289
    • Kleijnen, J.P.C.1    Sanches, S.M.2    Lucas, T.W.3    Cioppa, T.M.4
  • 29
    • 49249142146 scopus 로고
    • Strong consistency of least squares estimates in multiple regression
    • Lai TL, Robbins H, Wei CZ (1979) Strong consistency of least squares estimates in multiple regression. J. Multivariate Anal. 9: 343-362.
    • (1979) J. Multivariate Anal. , vol.9 , pp. 343-362
    • Lai, T.L.1    Robbins, H.2    Wei, C.Z.3
  • 35
    • 0034427705 scopus 로고    scopus 로고
    • A framework for response surface methodology for simulation optimization
    • Joines JA, Barton RR, Kang K, Fishwick PA, eds., (IEEE, Piscataway, NJ)
    • Neddermeijer HG, Oortmarssen GJV, Piersma N, Dekker R (2000) A framework for response surface methodology for simulation optimization. Joines JA, Barton RR, Kang K, Fishwick PA, eds. Proc. 2000 Winter Simulation Conf. (IEEE, Piscataway, NJ), 129-136.
    • (2000) Proc. 2000 Winter Simulation Conf , pp. 129-136
    • Neddermeijer, H.G.1    Oortmarssen, G.J.V.2    Piersma, N.3    Dekker, R.4
  • 36
    • 17744374816 scopus 로고    scopus 로고
    • Automated response surface methodology for stochastic optimization models with unknown variance
    • Ingalls RG, Rossetti MD, Smith JS, Peters BA, eds.
    • Nicolai RP, Dekker R, Piersma N, Oortmarssen GJV (2004) Automated response surface methodology for stochastic optimization models with unknown variance. Ingalls RG, Rossetti MD, Smith JS, Peters BA, eds. Proc. 2004 Winter Simulation Conf. 491-499.
    • (2004) Proc. 2004 Winter Simulation Conf , pp. 491-499
    • Nicolai, R.P.1    Dekker, R.2    Piersma, N.3    Oortmarssen, G.J.V.4
  • 39
    • 31144454569 scopus 로고    scopus 로고
    • Editorial; Heuristic and stochastic methods in optimization
    • Sakalauskas L, Krarup J (2006) Editorial; heuristic and stochastic methods in optimization. Eur. J. Oper. Res. 171(3): 723-724.
    • (2006) Eur. J. Oper. Res. , vol.171 , Issue.3 , pp. 723-724
    • Sakalauskas, L.1    Krarup, J.2
  • 40
    • 60749122618 scopus 로고    scopus 로고
    • Better than a petaflop: The power of efficient experimental design
    • Mason SJ, Hill RR, Monch L, Rose O, Jefferson T, Fowler JW, eds., (IEEE, Piscataway, NJ)
    • Sanchez SM (2008) Better than a petaflop: The power of efficient experimental design. Mason SJ, Hill RR, Monch L, Rose O, Jefferson T, Fowler JW, eds. Proc. 2008 Winter Simulation Conf. (IEEE, Piscataway, NJ), 73-84.
    • (2008) Proc. 2008 Winter Simulation Conf , pp. 73-84
    • Sanchez, S.M.1
  • 42
    • 33646079403 scopus 로고    scopus 로고
    • A note on the extended Rosenbrock function
    • Shang Y-W, Qiu Y-H (2006) A note on the extended Rosenbrock function. Evolutionary Comput. 14(1): 119-126.
    • (2006) Evolutionary Comput. , vol.14 , Issue.1 , pp. 119-126
    • Shang, Y.-W.1    Qiu, Y.-H.2
  • 43
    • 0034290982 scopus 로고    scopus 로고
    • Adaptive stochastic approximation by the simultaneous pertubation method
    • Spall JC (2000) Adaptive stochastic approximation by the simultaneous pertubation method. IEEE Trans. Automatic Control 45(10): 1839-1853.
    • (2000) IEEE Trans. Automatic Control , vol.45 , Issue.10 , pp. 1839-1853
    • Spall, J.C.1
  • 45
    • 4744362915 scopus 로고    scopus 로고
    • Simulation optimization: A comprehensive review on theory and applications
    • Tekin E, Sabuncuoglu I (2004) Simulation optimization: A comprehensive review on theory and applications. IIE Trans. 36(11): 1067-1081.
    • (2004) IIE Trans. , vol.36 , Issue.11 , pp. 1067-1081
    • Tekin, E.1    Sabuncuoglu, I.2
  • 47
    • 0026852132 scopus 로고
    • Averaging procedures in adaptive filtering: An efficient approach
    • Yin G, Zhu Y (1992) Averaging procedures in adaptive filtering: An efficient approach. IEEE Trans. Automatic Control 37(4): 466-475.
    • (1992) IEEE Trans. Automatic Control , vol.37 , Issue.4 , pp. 466-475
    • Yin, G.1    Zhu, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.