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An Assessment Procedure for Simulation Models: A Case Study

Author

Listed:
  • Christine A. Fossett

    (U.S. General Accounting Office, Washington, D.C.)

  • Dale Harrison

    (U.S. General Accounting Office, Washington, D.C.)

  • Harry Weintrob

    (U.S. General Accounting Office, Washington, D.C.)

  • Saul I. Gass

    (University of Maryland, College Park, Maryland)

Abstract

The objective of this study was to develop and test a method for evaluating simulation models and to illustrate how it can provide insights into a simulation's strengths and weaknesses, especially in terms of identifying areas for improvements. To this end, our resulting evaluative methodology was systematically applied to three Army simulation models that were used in the acquisition of air defense systems. We describe the evaluative framework and the results of our analysis.

Suggested Citation

  • Christine A. Fossett & Dale Harrison & Harry Weintrob & Saul I. Gass, 1991. "An Assessment Procedure for Simulation Models: A Case Study," Operations Research, INFORMS, vol. 39(5), pages 710-723, October.
    • Handle: RePEc:inm:oropre:v:39:y:1991:i:5:p:710-723
    DOI: 10.1287/opre.39.5.710
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    Citations

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    Cited by:

    1. Kleijnen, Jack P. C., 1995. "Verification and validation of simulation models," European Journal of Operational Research, Elsevier, vol. 82(1), pages 145-162, April.
    2. Kleijnen, J.P.C., 1995. "Statistical validation of simulation models : A case study," Discussion Paper 1995-42, Tilburg University, Center for Economic Research.
    3. Stef Janssen & Alexei Sharpanskykh & Richard Curran, 2019. "AbSRiM: An Agent‐Based Security Risk Management Approach for Airport Operations," Risk Analysis, John Wiley & Sons, vol. 39(7), pages 1582-1596, July.
    4. Frederic H. Murphy, 2005. "ASP, The Art and Science of Practice: Elements of a Theory of the Practice of Operations Research: Expertise in Practice," Interfaces, INFORMS, vol. 35(4), pages 313-322, August.
    5. 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.
    6. Kleijnen, J.P.C., 1999. "Validation of Models : Statistical Techniques and Data Availability," Other publications TiSEM f7518d14-a5e9-4c69-a579-6, Tilburg University, School of Economics and Management.
    7. Kleijnen, Jack P. C., 1995. "Statistical validation of simulation models," European Journal of Operational Research, Elsevier, vol. 87(1), pages 21-34, November.
    8. Robinson, Stewart, 2002. "General concepts of quality for discrete-event simulation," European Journal of Operational Research, Elsevier, vol. 138(1), pages 103-117, April.
    9. Kleijnen, J. P. C., 2001. "Ethical issues in modeling: Some reflections," European Journal of Operational Research, Elsevier, vol. 130(1), pages 223-230, April.
    10. Howick, Susan & Eden, Colin & Ackermann, Fran & Williams, Terry, 2008. "Building confidence in models for multiple audiences: The modelling cascade," European Journal of Operational Research, Elsevier, vol. 186(3), pages 1068-1083, May.

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