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A Unifying View of Hybrid Simulation/Analytic Models and Modeling

Author

Listed:
  • J. G. Shanthikumar

    (Syracuse University, Syracuse, New York)

  • R. G. Sargent

    (Syracuse University, Syracuse, New York)

Abstract

In this paper we give unifying definitions for both hybrid simulation/analytic models and modeling. We present four classes of hybrid simulation/analytic models and give examples of each class, including numerical results for two of the examples Four usages of hybrid simulation/analytic modeling are also presented with examples.

Suggested Citation

  • J. G. Shanthikumar & R. G. Sargent, 1983. "A Unifying View of Hybrid Simulation/Analytic Models and Modeling," Operations Research, INFORMS, vol. 31(6), pages 1030-1052, December.
    • Handle: RePEc:inm:oropre:v:31:y:1983:i:6:p:1030-1052
    DOI: 10.1287/opre.31.6.1030
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    Cited by:

    1. Bilge Bilgen & Yelda Çelebi, 2013. "Integrated production scheduling and distribution planning in dairy supply chain by hybrid modelling," Annals of Operations Research, Springer, vol. 211(1), pages 55-82, December.
    2. Lai, Yi-Ling & Ishizaka, Alessio, 2020. "The application of multi-criteria decision analysis methods into talent identification process: A social psychological perspective," Journal of Business Research, Elsevier, vol. 109(C), pages 637-647.
    3. Duncan A. Robertson, 2019. "Spatial Transmission Models: A Taxonomy and Framework," Risk Analysis, John Wiley & Sons, vol. 39(1), pages 225-243, January.
    4. Sudip Bhattacharjee & Hong Zhang & R. Ramesh & Dee H. Andrews, 2007. "A Decomposition and Guided Simulation Methodology for Large-Scale System Design: A Study in QoS-Capable Intranets with Fixed and Mobile Components," INFORMS Journal on Computing, INFORMS, vol. 19(3), pages 429-442, August.
    5. Richard E. Nance & Robert G. Sargent, 2002. "Perspectives on the Evolution of Simulation," Operations Research, INFORMS, vol. 50(1), pages 161-172, February.
    6. Khamdamov, T., 2022. "A brief overview of the evolution of computer simulations in economic research," Journal of the New Economic Association, New Economic Association, vol. 54(2), pages 189-207.
    7. Brailsford, Sally C. & Eldabi, Tillal & Kunc, Martin & Mustafee, Navonil & Osorio, Andres F., 2019. "Hybrid simulation modelling in operational research: A state-of-the-art review," European Journal of Operational Research, Elsevier, vol. 278(3), pages 721-737.
    8. Michael P. Bailey & Marcelo C. Bartroli & Keebom Kang & Alexander J. Callahan, 1992. "Establishing Reliability Goals for Naval Major‐Caliber Ammunition," Naval Research Logistics (NRL), John Wiley & Sons, vol. 39(7), pages 877-892, December.
    9. Badakhshan, Ehsan & Ball, Peter, 2023. "A simulation-optimization approach for integrating physical and financial flows in a supply chain under economic uncertainty," Operations Research Perspectives, Elsevier, vol. 10(C).

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