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Verification and validation of simulation models

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  • Kleijnen, J.P.C.

    (Tilburg University)

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Bibliographic Info

Paper provided by Tilburg University in its series Open Access publications from Tilburg University with number urn:nbn:nl:ui:12-369797.

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Date of creation: 1995
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Publication status: Published in European Journal of Operational Research (1995) v.82, p.145-162
Handle: RePEc:ner:tilbur:urn:nbn:nl:ui:12-369797

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Web page: http://www.tilburguniversity.edu/

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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. Miser, Hugh J., 1993. "A foundational concept of science appropriate for validation in operational research," European Journal of Operational Research, Elsevier, Elsevier, vol. 66(2), pages 204-215, April.
  2. Bettonvil, B.W.M. & Kleijnen, J.P.C., 1991. "Identifying the important factors in simulation models with many factors," Research Memorandum, Tilburg University, Faculty of Economics and Business Administration 498, Tilburg University, Faculty of Economics and Business Administration.
  3. Kleijnen, J.P.C. & Alink, G.A., 1992. "Validation of simulation models: Mine-hunting case-study," Research Memorandum, Tilburg University, Faculty of Economics and Business Administration 537, Tilburg University, Faculty of Economics and Business Administration.
  4. Kleijnen, J.P.C. & Ham, G. van & Rotmans, J., 1990. "Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect," Research Memorandum, Tilburg University, Faculty of Economics and Business Administration 448, Tilburg University, Faculty of Economics and Business Administration.
  5. Gass, Saul I., 1993. "Model accreditation: A rationale and process for determining a numerical rating," European Journal of Operational Research, Elsevier, Elsevier, vol. 66(2), pages 250-258, April.
  6. Pagan, Adrian, 1989. "On the role of simulation in the statistical evaluation of econometric models," Journal of Econometrics, Elsevier, Elsevier, vol. 40(1), pages 125-139, January.
  7. Oral, Muhittin & Kettani, Ossama, 1993. "The facets of the modeling and validation process in operations research," European Journal of Operational Research, Elsevier, Elsevier, vol. 66(2), pages 216-234, April.
  8. Kleijnen, J.P.C. & Groenendaal, W.J.H. van, 1992. "Simulation: A statistical perspective," Open Access publications from Tilburg University, Tilburg University urn:nbn:nl:ui:12-388278, Tilburg University.
  9. Barlas, Yaman, 1989. "Multiple tests for validation of system dynamics type of simulation models," European Journal of Operational Research, Elsevier, Elsevier, vol. 42(1), pages 59-87, September.
  10. Landry, Maurice & Oral, Muhittin, 1993. "In search of a valid view of model validation for operations research," European Journal of Operational Research, Elsevier, Elsevier, vol. 66(2), pages 161-167, April.
  11. Kleijnen, J.P.C., 1993. "Simulation and optimization in production planning: a case study," Open Access publications from Tilburg University, Tilburg University urn:nbn:nl:ui:12-369798, Tilburg University.
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Citations

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Cited by:
  1. Batmaz, Inci & Tunali, Semra, 2003. "Small response surface designs for metamodel estimation," European Journal of Operational Research, Elsevier, Elsevier, vol. 145(2), pages 455-470, March.
  2. Yaron Hollander & Ronghui Liu, 2008. "The principles of calibrating traffic microsimulation models," Transportation, Springer, Springer, vol. 35(3), pages 347-362, May.
  3. Craighead, Christopher W. & Patterson, J. Wayne & Fredendall, Lawrence D., 2001. "Protective capacity positioning: Impact on manufacturing cell performance," European Journal of Operational Research, Elsevier, Elsevier, vol. 134(2), pages 425-438, October.
  4. Kleijnen, J. P. C., 2001. "Ethical issues in modeling: Some reflections," European Journal of Operational Research, Elsevier, Elsevier, vol. 130(1), pages 223-230, April.
  5. 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, Elsevier, vol. 85(11), pages 1086-1101, November.
  6. Tunali, S. & Batmaz, I., 2003. "A metamodeling methodology involving both qualitative and quantitative input factors," European Journal of Operational Research, Elsevier, Elsevier, vol. 150(2), pages 437-450, October.
  7. 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, Tilburg University urn:nbn:nl:ui:12-365599, Tilburg University.
  8. Kleijnen, J.P.C. & Bettonvil, B.W.M. & Groenendaal, W.J.H. van, 1996. "Validation of Simulation Models: Regression Analysis Revisited," Discussion Paper, Tilburg University, Center for Economic Research 1996-07, Tilburg University, Center for Economic Research.
  9. 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, Elsevier, vol. 102(2), pages 333-343, August.
  10. Strang, Kenneth David, 2012. "Importance of verifying queue model assumptions before planning with simulation software," European Journal of Operational Research, Elsevier, Elsevier, vol. 218(2), pages 493-504.
  11. Kleijnen, Jack P.C., 2011. "Ethical issues in engineering models: An operations researcher's reflections," Open Access publications from Tilburg University, Tilburg University urn:nbn:nl:ui:12-4274966, Tilburg University.
  12. Kleijnen, J.P.C., 1995. "Sensitivity analysis and related analysis: A survey of statistical techniques," Research Memorandum, Tilburg University, Faculty of Economics and Business Administration 706, Tilburg University, Faculty of Economics and Business Administration.
  13. Kleijnen, Jack P. C. & Sargent, Robert G., 2000. "A methodology for fitting and validating metamodels in simulation," European Journal of Operational Research, Elsevier, Elsevier, vol. 120(1), pages 14-29, January.
  14. Robinson, Stewart, 2002. "General concepts of quality for discrete-event simulation," European Journal of Operational Research, Elsevier, Elsevier, vol. 138(1), pages 103-117, April.
  15. 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, Elsevier, vol. 144(2), pages 479-484.
  16. 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, Elsevier, vol. 133(3), pages 537-547, September.
  17. Kleijnen, J.P.C., 1997. "Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models," Discussion Paper, Tilburg University, Center for Economic Research 1997-52, Tilburg University, Center for Economic Research.
  18. Kleijnen, Jack P. C., 1995. "Statistical validation of simulation models," European Journal of Operational Research, Elsevier, Elsevier, vol. 87(1), pages 21-34, November.
  19. Angela Testi & Elena Tanfani & Giancarlo Torre, 2007. "A three-phase approach for operating theatre schedules," Health Care Management Science, Springer, Springer, vol. 10(2), pages 163-172, June.
  20. Thomas Rohleder & Diane Bischak & Leland Baskin, 2007. "Modeling patient service centers with simulation and system dynamics," Health Care Management Science, Springer, Springer, vol. 10(1), pages 1-12, February.
  21. 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, Elsevier, vol. 86(7-8), pages 1043-1054, July.
  22. Kleijnen, J.P.C., 1995. "Statistical validation of simulation models: A case study," Discussion Paper, Tilburg University, Center for Economic Research 1995-42, Tilburg University, Center for Economic Research.

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