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Verification and validation of simulation models

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  • R G Sargent

Abstract

Verification and validation of simulation models are discussed in this paper. Three approaches to deciding model validity are described, two paradigms that relate verification and validation to the model development process are presented, and various validation techniques are defined. Conceptual model validity, model verification, operational validity, and data validity are discussed. A way to document results is given, and a recommended procedure for model validation is presented.

Suggested Citation

  • R G Sargent, 2013. "Verification and validation of simulation models," Journal of Simulation, Taylor & Francis Journals, vol. 7(1), pages 12-24, February.
    • Handle: RePEc:taf:tjsmxx:v:7:y:2013:i:1:p:12-24
    DOI: 10.1057/jos.2012.20
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    Cited by:

    1. Arndt Feuerbacher & Jonas Luckmann, 2023. "Labour‐saving technologies in smallholder agriculture: An economy‐wide model with field operations," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(1), pages 56-82, January.
    2. Shi, Wen & Chen, Ao & Xie, Xiang, 2024. "Generating and validating cluster sampling matrices for model-free factor screening," European Journal of Operational Research, Elsevier, vol. 313(1), pages 241-257.
    3. Alves, Roberta & Pereira, Cecília Aparecida & Lima, Renato da Silva, 2023. "Operational cost analysis for e-commerce deliveries using agent-based modeling and simulation," Research in Transportation Economics, Elsevier, vol. 101(C).
    4. Yang, Y. & Lin, J. & Hedenstierna, C.P.T. & Zhou, L., 2023. "The more the better? The impact of the number and location of product recovery options on the system dynamics in a closed-loop supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 175(C).
    5. Trinh, Tra Thi & Munro, Alistair, 2023. "Integrating a choice experiment into an agent-based model to simulate climate-change induced migration: The case of the Mekong River Delta, Vietnam," Journal of choice modelling, Elsevier, vol. 48(C).
    6. Avinash Kumar Singh & Devendra Kumar Pathak & Sabyasachi Patra, 2023. "An integrated systems thinking approach for achieving sustainability in project‐based organizations," Systems Research and Behavioral Science, Wiley Blackwell, vol. 40(3), pages 501-535, May.
    7. McNie, Pierce & Kneeshaw, Daniel & Filotas, Élise, 2024. "Increased unpredictability in spruce budworm outbreaks following habitat loss and landscape fragmentation," Ecological Modelling, Elsevier, vol. 491(C).

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