32
Views
11
CrossRef citations to date
0
Altmetric
General Paper

A more accurate second-order polynomial metamodel using a pseudo-random number assignment strategy

Pages 198-207 | Received 01 Jul 2011, Accepted 01 Feb 2012, Published online: 21 Dec 2017

References

  • AngünEKleijnenJHertogDdenGürkanGResponse surface methodology with stochastic constraints for expensive simulationJournal of the Operational Research Society200960673574610.1057/palgrave.jors.2602614
  • Barton RR (1998). Simulation metamodels. In: Proceedings of the Winter Simulation Conference, 13–16 December, Institute of Electrical and Electronics Engineers, Washington, DC pp 167–174.
  • BoseRCDraperNRSecond order rotatable designs in three dimensionsAnnals of Mathematical Statistics19593041097111210.1214/aoms/1177706093
  • BoxGEPBehnkenDWSome new three level designs for the study of quantitative variablesTechnometrics19602445547510.1080/00401706.1960.10489912
  • BoxGEPDraperNREmpirical Model Building and Response Surfaces1987
  • BoxGEPWilsonKBOn the experimental attainment of optimum conditionsJournal of the Royal Statistical Society, Series B1951131145
  • ColbournCJThe Combinatorics of Network Reliability1987
  • DonohueJMHouckECMyersRHSimulation designs for quadratic response surface models in the presence of model misspecificationManagement Science199238121765179110.1287/mnsc.38.12.1765
  • DraperNRSmall composite designsTechnometrics198527217318010.1080/00401706.1985.10488034
  • FranklinMFSelecting defining contrasts and confounded effects in pn−m factorial experimentsTechnometrics1985272165172
  • FuMCOptimization for simulation: Theory vs. practiceINFORMS Journal on Computing200214319221510.1287/ijoc.14.3.192.113
  • HartleyHOSmallest composite designs for quadratic response surfacesBiometrics195915461162410.2307/2527658
  • HoylandARausandMSystem Reliability Theory: Models and Statistical Methods1994
  • HusseyJRMyersRHHouckECCorrelated simulation experiments in first-order response surface designOperations Research198735574475810.1287/opre.35.5.744
  • HusseyJRMyersRHHouckECPseudo-random number assignment in quadratic response surface designsIIE Transactions198719439540310.1080/07408178708975412
  • KhuriAICornellJAResponse Surfaces: Designs and Analysis1996
  • KleijnenJPCDesign and Analysis of Simulation Experiments2007
  • LucasJMWhich response surface design is best—A performance comparison of several types of quadratic response surface designs in symmetric regionsTechnometrics197618441141710.1080/00401706.1976.10489472
  • MontgomeryDCDesign and Analysis of Experiments2009
  • MontgomeryDCEvansDMSecond-order response surface designs in computer simulationSimulation197525616917810.1177/003754977502500602
  • MyersRHMontgomeryDCAnderson-CookCMResponse Surface Methodology: Process and Product Optimization Using Designed Experiments2009
  • PedroniNZioEApostolakisGEComparison of bootstrapped artificial neural networks and quadratic response surfaces for the estimation of the functional failure probability of a thermal-hydraulic passive systemReliability Engineering and System Safety201095438639510.1016/j.ress.2009.11.009
  • SchrubenLWSimulation modeling with event graphsCommunications of the Association of Computing Machinery1983261195796310.1145/182.358460
  • Schruben LW (1990). Simulation graphical modeling and analysis (SIGMA) tutorial. In: Proceedings of the Winter Simulation Conference. 9–12 December, Institute of Electrical and Electronics Engineers, New Orleans, LA, pp 158–161.
  • SchrubenLWMargolinBHPseudo-random number assignment in statistically designed simulation and distribution sampling experimentsJournal of the American Statistical Association19787336350452010.1080/01621459.1978.10480044
  • ShierDRNetwork Reliability and Algebraic Structure1991
  • SimpsonJRLandmanDGirouxRZeissetMHallBRhewRDAdapting second-order response surface designs to specific needsQuality and Reliability Engineering International200824333134910.1002/qre.900
  • SongWTSuCCAn extention of the multiple-blocks strategy on estimating simulation metamodelsIIE Transactions199628651151910.1080/07408179608966298
  • SongWTSuCCChuWCA pseudo-random number assignment strategy for the estimation of quadratic metamodelsIIE Transactions200537765766610.1080/07408170590948521
  • SongWTChihMBairAEImproving the efficiency of physical examination servicesJournal of Medical Systems201034457959010.1007/s10916-009-9271-z
  • WangHZPhamHSurvey of reliability and availability evaluation of complex networks using Monte Carlo techniquesMicroelectron Reliability199737218720910.1016/S0026-2714(96)00058-3
  • YalçınkayaÖBayhanGMModelling and optimization of average travel time for a metro line by simulation and response surface methodologyEuropean Journal of Operational Research2009196122523310.1016/j.ejor.2008.03.010
  • YangFNeural network metamodeling for cycle time-throughput profiles in manufacturingEuropean Journal of Operational Research2010205117218510.1016/j.ejor.2009.12.026
  • YangTTsengLSolving a multi-objective simulation model using a hybrid response surface method and lexicographical goal programming approach—A case study on integrated circuit ink-marking machinesJournal of the Operational Research Society200253221122110.1057/palgrave.jors.2601284
  • YehWCA MCS-RSM approach for network reliability to minimize the total costInternational Journal of Advanced Manufacturing Technology2003229–1068168810.1007/s00170-003-1560-y
  • YehWCLinYCChungYYChihMA particle swarm optimization approach based on Monte Carlo simulation for solving the complex network reliability problemIEEE Transactions on Reliability201059121222110.1109/TR.2009.2035796

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.