Importance of verifying queue model assumptions before planning with simulation software
Author
Abstract
Suggested Citation
DOI: 10.1016/j.ejor.2011.10.054
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Kleijnen, Jack P.C. & Deflandre, David, 2006. "Validation of regression metamodels in simulation: Bootstrap approach," European Journal of Operational Research, Elsevier, vol. 170(1), pages 120-131, April.
- A. Azadeh & M. Haghnevis & Y. Khodadadegan, 2009. "An improved model for production systems with mixed queuing priorities: an integrated simulation, AHP and Value Engineering approach," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 4(5), pages 536-553.
- Kleijnen, Jack P. C., 2005.
"An overview of the design and analysis of simulation experiments for sensitivity analysis,"
European Journal of Operational Research, Elsevier, vol. 164(2), pages 287-300, July.
- Kleijnen, J.P.C., 2004. "An Overview of the Design and Analysis of Simulation Experiments for Sensitivity Analysis," Discussion Paper 2004-16, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 2004. "An Overview of the Design and Analysis of Simulation Experiments for Sensitivity Analysis," Other publications TiSEM 8151e500-26af-4fb3-87cc-9, Tilburg University, School of Economics and Management.
- Kleijnen, Jack P. C., 1995.
"Verification and validation of simulation models,"
European Journal of Operational Research, Elsevier, vol. 82(1), pages 145-162, April.
- Kleijnen, J.P.C., 1992. "Verification and validation of simulation models," Other publications TiSEM cb477373-4711-405d-b712-3, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 1992. "Verification and validation of simulation models," Research Memorandum FEW 542, Tilburg University, School of Economics and Management.
- D Worthington, 2009. "Reflections on queue modelling from the last 50 years," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 83-92, May.
- Davies, M.N., 1997. "A generic model for simulating office process flows," European Journal of Operational Research, Elsevier, vol. 99(2), pages 267-277, June.
- Boufounou, Paraskevi V., 1995. "Evaluating bank branch location and performance: A case study," European Journal of Operational Research, Elsevier, vol. 87(2), pages 389-402, December.
- Kleijnen, Jack P.C., 2009.
"Kriging metamodeling in simulation: A review,"
European Journal of Operational Research, Elsevier, vol. 192(3), pages 707-716, February.
- Kleijnen, J.P.C., 2007. "Kriging Metamodeling in Simulation : A Review," Discussion Paper 2007-13, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 2007. "Kriging Metamodeling in Simulation : A Review," Other publications TiSEM 29d6926e-c381-4b58-ae58-8, Tilburg University, School of Economics and Management.
- Bettonvil, Bert & del Castillo, Enrique & Kleijnen, Jack P.C., 2009. "Statistical testing of optimality conditions in multiresponse simulation-based optimization," European Journal of Operational Research, Elsevier, vol. 199(2), pages 448-458, December.
- Kleijnen, J.P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I., 2008.
"Constrained Optimization in Simulation : A Novel Approach,"
Other publications TiSEM
e49ba0fc-853c-4a13-b564-d, Tilburg University, School of Economics and Management.
- Kleijnen, Jack P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I., 2010. "Constrained optimization in simulation : A novel approach," Other publications TiSEM b3655866-b593-4854-a4fd-5, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I., 2008. "Constrained Optimization in Simulation : A Novel Approach," Discussion Paper 2008-95, Tilburg University, Center for Economic Research.
- Chen, Lu & Bostel, Nathalie & Dejax, Pierre & Cai, Jianguo & Xi, Lifeng, 2007. "A tabu search algorithm for the integrated scheduling problem of container handling systems in a maritime terminal," European Journal of Operational Research, Elsevier, vol. 181(1), pages 40-58, August.
- Patriksson, Michael, 2008. "A survey on the continuous nonlinear resource allocation problem," European Journal of Operational Research, Elsevier, vol. 185(1), pages 1-46, February.
- Kleijnen, Jack P.C. & Beers, Wim van & Nieuwenhuyse, Inneke van, 2010. "Constrained optimization in expensive simulation: Novel approach," European Journal of Operational Research, Elsevier, vol. 202(1), pages 164-174, April.
- Kleijnen, Jack P.C. & Pierreval, Henri & Zhang, Jin, 2011.
"Methodology for determining the acceptability of system designs in uncertain environments,"
European Journal of Operational Research, Elsevier, vol. 209(2), pages 176-183, March.
- Kleijnen, Jack P.C. & Pierreval, H. & Zhang, J., 2011. "Methodology for determining the acceptability of system designs in uncertain environments," Other publications TiSEM e7680883-7f29-4452-9533-6, Tilburg University, School of Economics and Management.
- Kleijnen, Jack P. C. & Sargent, Robert G., 2000.
"A methodology for fitting and validating metamodels in simulation,"
European Journal of Operational Research, Elsevier, vol. 120(1), pages 14-29, January.
- Kleijnen, J.P.C. & Sargent, R., 1997. "A Methodology for Fitting and Validating Metamodels in Simulation," Discussion Paper 1997-116, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C. & Sargent, R., 1997. "A Methodology for Fitting and Validating Metamodels in Simulation," Other publications TiSEM b8c2217c-f02c-4786-b704-7, Tilburg University, School of Economics and Management.
- Kleijnen, Jack P. C. & van Beers, Wim C. M., 2005. "Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments," European Journal of Operational Research, Elsevier, vol. 165(3), pages 826-834, September.
- Sharp, R. G. & Dando, M. R., 1979. "Decision resource management and practical intervention in conflicts -- a model and its implications," European Journal of Operational Research, Elsevier, vol. 3(4), pages 283-295, July.
- Mercer, Alan, 1977. "An education in operational research : A personal viewpoint," European Journal of Operational Research, Elsevier, vol. 1(6), pages 352-360, November.
- Zhang, Jianzhong & Xu, Chengxian, 2010. "Inverse optimization for linearly constrained convex separable programming problems," European Journal of Operational Research, Elsevier, vol. 200(3), pages 671-679, February.
- Yeh, Ruey Huei, 1997. "Optimal inspection and replacement policies for multi-state deteriorating systems," European Journal of Operational Research, Elsevier, vol. 96(2), pages 248-259, January.
- Mati, Yazid & Dauzère-Pérès, Stèphane & Lahlou, Chams, 2011. "A general approach for optimizing regular criteria in the job-shop scheduling problem," European Journal of Operational Research, Elsevier, vol. 212(1), pages 33-42, July.
- Fukunari, Miki & Malmborg, Charles J., 2009. "A network queuing approach for evaluation of performance measures in autonomous vehicle storage and retrieval systems," European Journal of Operational Research, Elsevier, vol. 193(1), pages 152-167, February.
- Proth, Jean-Marie & Sauer, Nathalie, 1998. "Scheduling of piecewise constant product flows: A Petri net approach," European Journal of Operational Research, Elsevier, vol. 106(1), pages 45-56, April.
- Stecke, Kathryn E. & Toczylowski, Eugeniusz, 1992. "Profit-based FMS dynamic part type selection over time for mid-term production planning," European Journal of Operational Research, Elsevier, vol. 63(1), pages 54-65, November.
- Dragut, A.B. & Bertrand, J.W.M., 2008. "A representation model for the solving-time distribution of a set of design tasks in new product development (NPD)," European Journal of Operational Research, Elsevier, vol. 189(3), pages 1217-1233, September.
- Souza, M.J.F. & Coelho, I.M. & Ribas, S. & Santos, H.G. & Merschmann, L.H.C., 2010. "A hybrid heuristic algorithm for the open-pit-mining operational planning problem," European Journal of Operational Research, Elsevier, vol. 207(2), pages 1041-1051, December.
- Shakeri, Shakib & Logendran, Rasaratnam, 2007. "A mathematical programming-based scheduling framework for multitasking environments," European Journal of Operational Research, Elsevier, vol. 176(1), pages 193-209, January.
- Pierreval, Henri, 1992. "Rule-based simulation metamodels," European Journal of Operational Research, Elsevier, vol. 61(1-2), pages 6-17, August.
- Gupta, Amit & Albright, S. Christian, 1992. "Steady-state approximations for a multi-echelon multi-indentured repairable-item inventory system," European Journal of Operational Research, Elsevier, vol. 62(3), pages 340-353, November.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Kleijnen, Jack P.C., 2017.
"Regression and Kriging metamodels with their experimental designs in simulation: A review,"
European Journal of Operational Research, Elsevier, vol. 256(1), pages 1-16.
- Kleijnen, J.P.C., 2015. "Regression and Kriging Metamodels with Their Experimental Designs in Simulation : Review," Other publications TiSEM c592e895-1656-43c3-8c7e-f, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 2015. "Regression and Kriging Metamodels with Their Experimental Designs in Simulation : Review," Discussion Paper 2015-035, Tilburg University, Center for Economic Research.
- Kleijnen, Jack P.C., 2013.
"Simulation-Optimization via Kriging and Bootstrapping : A Survey (Revision of CentER DP 2011-064),"
Discussion Paper
2013-064, Tilburg University, Center for Economic Research.
- Kleijnen, Jack P.C., 2013. "Simulation-Optimization via Kriging and Bootstrapping : A Survey (Revision of CentER DP 2011-064)," Other publications TiSEM 6ac4e049-ad86-447f-aeec-a, Tilburg University, School of Economics and Management.
- Scott L. Rosen & Christopher P. Saunders & Samar K Guharay, 2015. "A Structured Approach for Rapidly Mapping Multilevel System Measures via Simulation Metamodeling," Systems Engineering, John Wiley & Sons, vol. 18(1), pages 87-101, January.
- Kabirian, Alireza & Ólafsson, Sigurdur, 2011. "Continuous optimization via simulation using Golden Region search," European Journal of Operational Research, Elsevier, vol. 208(1), pages 19-27, January.
- Jack P. C. Kleijnen & Susan M. Sanchez & Thomas W. Lucas & Thomas M. Cioppa, 2005. "State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments," INFORMS Journal on Computing, INFORMS, vol. 17(3), pages 263-289, August.
- Mert Edali & Gönenç Yücel, 2020. "Analysis of an individual‐based influenza epidemic model using random forest metamodels and adaptive sequential sampling," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(6), pages 936-958, November.
- Hernandez, Andres F. & Grover, Martha A., 2013. "Error estimation properties of Gaussian process models in stochastic simulations," European Journal of Operational Research, Elsevier, vol. 228(1), pages 131-140.
- Fani Boukouvala & M. M. Faruque Hasan & Christodoulos A. Floudas, 2017. "Global optimization of general constrained grey-box models: new method and its application to constrained PDEs for pressure swing adsorption," Journal of Global Optimization, Springer, vol. 67(1), pages 3-42, January.
- Xuefei Lu & Alessandro Rudi & Emanuele Borgonovo & Lorenzo Rosasco, 2020. "Faster Kriging: Facing High-Dimensional Simulators," Operations Research, INFORMS, vol. 68(1), pages 233-249, January.
- Satyajith Amaran & Nikolaos V. Sahinidis & Bikram Sharda & Scott J. Bury, 2016. "Simulation optimization: a review of algorithms and applications," Annals of Operations Research, Springer, vol. 240(1), pages 351-380, May.
- Kleijnen, Jack P.C. & Mehdad, E., 2012.
"Kriging in Multi-response Simulation, including a Monte Carlo Laboratory (Replaced by 2014-012),"
Other publications TiSEM
cf311469-5f8c-4c1e-ad4f-6, Tilburg University, School of Economics and Management.
- Kleijnen, Jack P.C. & Mehdad, E., 2012. "Kriging in Multi-response Simulation, including a Monte Carlo Laboratory (Replaced by 2014-012)," Discussion Paper 2012-039, Tilburg University, Center for Economic Research.
- Plischke, Elmar & Borgonovo, Emanuele & Smith, Curtis L., 2013. "Global sensitivity measures from given data," European Journal of Operational Research, Elsevier, vol. 226(3), pages 536-550.
- H. Christopher Frey & Sumeet R. Patil, 2002. "Identification and Review of Sensitivity Analysis Methods," Risk Analysis, John Wiley & Sons, vol. 22(3), pages 553-578, June.
- Tunali, S. & Batmaz, I., 2003. "A metamodeling methodology involving both qualitative and quantitative input factors," European Journal of Operational Research, Elsevier, vol. 150(2), pages 437-450, October.
- Osorio, Carolina, 2019. "High-dimensional offline origin-destination (OD) demand calibration for stochastic traffic simulators of large-scale road networks," Transportation Research Part B: Methodological, Elsevier, vol. 124(C), pages 18-43.
- Kleijnen, Jack P.C., 2009.
"Kriging metamodeling in simulation: A review,"
European Journal of Operational Research, Elsevier, vol. 192(3), pages 707-716, February.
- Kleijnen, J.P.C., 2007. "Kriging Metamodeling in Simulation : A Review," Discussion Paper 2007-13, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 2007. "Kriging Metamodeling in Simulation : A Review," Other publications TiSEM 29d6926e-c381-4b58-ae58-8, Tilburg University, School of Economics and Management.
- Fu, Quanlu & Wu, Jiyan & Wu, Xuemian & Sun, Jian & Tian, Ye, 2024. "Managing network congestion with link-based incentives: A surrogate-based optimization approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 182(C).
- Kleijnen, Jack P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I., 2011.
"Expected Improvement in Efficient Global Optimization Through Bootstrapped Kriging - Replaces CentER DP 2010-62,"
Discussion Paper
2011-015, Tilburg University, Center for Economic Research.
- Kleijnen, Jack P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I., 2011. "Expected Improvement in Efficient Global Optimization Through Bootstrapped Kriging - Replaces CentER DP 2010-62," Other publications TiSEM d3b15c46-27c4-493e-8c53-9, Tilburg University, School of Economics and Management.
- Marrel, Amandine & Iooss, Bertrand & Van Dorpe, François & Volkova, Elena, 2008. "An efficient methodology for modeling complex computer codes with Gaussian processes," Computational Statistics & Data Analysis, Elsevier, vol. 52(10), pages 4731-4744, June.
- Dhahri, Akrem & Gharbi, Ali & Ouhimmou, Mustapha, 2022. "Integrated production-delivery control policy for an unreliable manufacturing system and multiple retailers," International Journal of Production Economics, Elsevier, vol. 245(C).
More about this item
Keywords
Empirical surface mine case study; Queue model; Statistical nonparametric hypothesis testing; Spreadsheet software;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ejores:v:218:y:2012:i:2:p:493-504. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eor .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.