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Verification and validation of simulation models

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  • Kleijnen, J.P.C.

    (Tilburg University, Faculty of Economics and Business Administration)

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Bibliographic Info

Paper provided by Tilburg University, Faculty of Economics and Business Administration in its series Research Memorandum with number 542.

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Date of creation: 1992
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Handle: RePEc:dgr:kubrem:1992542

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Web page: http://www.tilburguniversity.edu/nl/over-tilburg-university/schools/economics-and-management/

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References

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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  1. Barlas, Yaman, 1989. "Multiple tests for validation of system dynamics type of simulation models," European Journal of Operational Research, Elsevier, vol. 42(1), pages 59-87, September.
  2. Miser, Hugh J., 1993. "A foundational concept of science appropriate for validation in operational research," European Journal of Operational Research, Elsevier, vol. 66(2), pages 204-215, April.
  3. Pagan, Adrian, 1989. "On the role of simulation in the statistical evaluation of econometric models," Journal of Econometrics, Elsevier, vol. 40(1), pages 125-139, January.
  4. Gass, Saul I., 1993. "Model accreditation: A rationale and process for determining a numerical rating," European Journal of Operational Research, Elsevier, vol. 66(2), pages 250-258, April.
  5. Landry, Maurice & Oral, Muhittin, 1993. "In search of a valid view of model validation for operations research," European Journal of Operational Research, Elsevier, vol. 66(2), pages 161-167, April.
  6. Ham , G. van & Rotmans, J. & Kleijnen, J.P.C., 1992. "Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect," Open Access publications from Tilburg University urn:nbn:nl:ui:12-365610, Tilburg University.
  7. Kleijnen, J.P.C. & Groenendaal, W.J.H. van, 1992. "Simulation: A statistical perspective," Open Access publications from Tilburg University urn:nbn:nl:ui:12-388278, Tilburg University.
  8. Oral, Muhittin & Kettani, Ossama, 1993. "The facets of the modeling and validation process in operations research," European Journal of Operational Research, Elsevier, vol. 66(2), pages 216-234, April.
  9. Kleijnen, J.P.C., 1993. "Simulation and optimization in production planning: a case study," Open Access publications from Tilburg University urn:nbn:nl:ui:12-369798, Tilburg University.
  10. Bettonvil, B. & Kleijnen, J.P.C., 1994. "Identifying the important factors in simulation models with many factors," Discussion Paper 1994-114, Tilburg University, Center for Economic Research.
  11. Kleijnen, J.P.C. & Alink, G.A., 1992. "Validation of simulation models: Mine-hunting case-study," Research Memorandum 537, Tilburg University, Faculty of Economics and Business Administration.
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Citations

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Cited by:
  1. Legato, Pasquale & Mazza, Rina M., 2001. "Berth planning and resources optimisation at a container terminal via discrete event simulation," European Journal of Operational Research, Elsevier, vol. 133(3), pages 537-547, September.
  2. Kleijnen, J.P.C., 1995. "Sensitivity analysis and related analysis: A survey of statistical techniques," Research Memorandum 706, Tilburg University, Faculty of Economics and Business Administration.
  3. Ekren, Orhan & Ekren, Banu Y. & Ozerdem, Baris, 2009. "Break-even analysis and size optimization of a PV/wind hybrid energy conversion system with battery storage - A case study," Applied Energy, Elsevier, vol. 86(7-8), pages 1043-1054, July.
  4. Kleijnen , J.P.C., 1995. "Sensitivity analysis and optimization of system dynamics models: Regression analysis and statistical design of experiments," Open Access publications from Tilburg University urn:nbn:nl:ui:12-365599, Tilburg University.
  5. 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.
  6. Yaron Hollander & Ronghui Liu, 2008. "The principles of calibrating traffic microsimulation models," Transportation, Springer, vol. 35(3), pages 347-362, May.
  7. Strang, Kenneth David, 2012. "Importance of verifying queue model assumptions before planning with simulation software," European Journal of Operational Research, Elsevier, vol. 218(2), pages 493-504.
  8. Kleijnen, Jack P.C., 2011. "Ethical issues in engineering models: An operations researcher's reflections," Open Access publications from Tilburg University urn:nbn:nl:ui:12-4274966, Tilburg University.
  9. Robinson, Stewart, 2002. "General concepts of quality for discrete-event simulation," European Journal of Operational Research, Elsevier, vol. 138(1), pages 103-117, April.
  10. Noguera, Jose H. & Watson, Edward F., 2006. "Response surface analysis of a multi-product batch processing facility using a simulation metamodel," International Journal of Production Economics, Elsevier, vol. 102(2), pages 333-343, August.
  11. Kleijnen, J.P.C., 1997. "Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models," Discussion Paper 1997-52, Tilburg University, Center for Economic Research.
  12. Kleijnen, J.P.C., 2001. "Ethical issues in modeling: Some reflections," Open Access publications from Tilburg University urn:nbn:nl:ui:12-85771, Tilburg University.
  13. Kleijnen, Jack P. C., 1995. "Statistical validation of simulation models," European Journal of Operational Research, Elsevier, vol. 87(1), pages 21-34, November.
  14. Hübl, Alexander & Jodlbauer, Herbert & Altendorfer, Klaus, 2013. "Influence of dispatching rules on average production lead time for multi-stage production systems," International Journal of Production Economics, Elsevier, vol. 144(2), pages 479-484.
  15. Kleijnen, J.P.C. & Bettonvil, B.W.M. & Groenendaal, W.J.H. van, 1996. "Validation of Simulation Models: Regression Analysis Revisited," Discussion Paper 1996-07, Tilburg University, Center for Economic Research.
  16. Angela Testi & Elena Tanfani & Giancarlo Torre, 2007. "A three-phase approach for operating theatre schedules," Health Care Management Science, Springer, vol. 10(2), pages 163-172, June.
  17. Ekren, Orhan & Ekren, Banu Yetkin, 2008. "Size optimization of a PV/wind hybrid energy conversion system with battery storage using response surface methodology," Applied Energy, Elsevier, vol. 85(11), pages 1086-1101, November.
  18. 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.
  19. Kleijnen, J.P.C., 1995. "Statistical validation of simulation models: A case study," Discussion Paper 1995-42, Tilburg University, Center for Economic Research.
  20. Batmaz, Inci & Tunali, Semra, 2003. "Small response surface designs for metamodel estimation," European Journal of Operational Research, Elsevier, vol. 145(2), pages 455-470, March.
  21. Thomas Rohleder & Diane Bischak & Leland Baskin, 2007. "Modeling patient service centers with simulation and system dynamics," Health Care Management Science, Springer, vol. 10(1), pages 1-12, February.
  22. Craighead, Christopher W. & Patterson, J. Wayne & Fredendall, Lawrence D., 2001. "Protective capacity positioning: Impact on manufacturing cell performance," European Journal of Operational Research, Elsevier, vol. 134(2), pages 425-438, October.

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