• DocumentCode
    1804897
  • Title

    A Prescriptive Technique for V&V of Simulation Models When No Real-Life Data are Avaiable

  • Author

    Chwif, L. ; Muniz Silva, Paulo ; Mitio Shimada, Lucio

  • Author_Institution
    Centro de Pesquisas em Informatica, UNIFIEO, Sao Paulo
  • fYear
    2006
  • fDate
    3-6 Dec. 2006
  • Firstpage
    911
  • Lastpage
    918
  • Abstract
    Verification and validation (V&V) is a key process to guarantee that any model represents adequately a given system. Although no one can guarantee a 100% valid model, it is possible to increase model confidence by the utilization of V&V techniques. There are many V&V techniques which have a descriptive nature (they tell us what to do but not how to do it). There are also prescriptive techniques, that tell us how to do it, but in simulation practice they are underused. The main goal of this paper is based on Kleijnen (1999) procedure. It is to propose a prescriptive V&V technique that is simple enough for practical application and, because of its procedural nature, it could be easily built into any simulation software, thus enabling the automation of the V&V process. This approach was also applied to some test problems confirming its feasibility
  • Keywords
    discrete event simulation; program verification; V&V of simulation models; model confidence; model validation; model verification; prescriptive technique; verification and validation; Airports; Analytical models; Application software; Automation; Computational modeling; Costs; Discrete event simulation; Petri nets; Production facilities; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2006. WSC 06. Proceedings of the Winter
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    1-4244-0500-9
  • Electronic_ISBN
    1-4244-0501-7
  • Type

    conf

  • DOI
    10.1109/WSC.2006.323175
  • Filename
    4117699