• DocumentCode
    239294
  • Title

    Partial paradigm hiding and reusability in hybrid simulation modeling using the frameworks Health-DS and i7-AnyEnergy

  • Author

    Djanatliev, Anatoli ; Bazan, Peter ; German, Reinhard

  • Author_Institution
    Comput. Networks & Commun. Syst., Univ. of Erlangen-Nuremberg, Erlangen, Germany
  • fYear
    2014
  • fDate
    7-10 Dec. 2014
  • Firstpage
    1723
  • Lastpage
    1734
  • Abstract
    Many complex real-world problems which are difficult to understand can be solved by discrete or continuous simulation techniques, such as Discrete-Event-Simulation, Agent-Based-Simulation or System Dynamics. In recently published literature, various multilevel and large-scale hybrid simulation examples have been presented that combine different approaches in common environments. Many studies using this technique in interdisciplinary projects have the problem of a different model understanding. In this case, paradigm hiding can help in domain-oriented communication with non-technical experts avoiding unnecessary paradigm discussions. Another problem is that already solved problems are often not reusable in future scenarios and have to be modeled and validated in similar studies from the scratch. This paper presents selected concepts that can help to build domain specific frameworks with reusable components in AnyLogic 7 and depicts two examples; HealthDS for prospective healthcare decision support and i7-AnyEnergy that can be used for building innovative energy scenarios.
  • Keywords
    digital simulation; AnyLogic 7; Health-DS framework; agent based simulation; continuous simulation technique; discrete event simulation; discrete simulation technique; hybrid simulation modeling; i7-AnyEnergy framework; partial paradigm hiding; partial paradigm reusability; system dynamics; Abstracts; Adaptation models; Buildings; Computational modeling; Data models; Load modeling; Medical services;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference (WSC), 2014 Winter
  • Conference_Location
    Savanah, GA
  • Print_ISBN
    978-1-4799-7484-9
  • Type

    conf

  • DOI
    10.1109/WSC.2014.7020022
  • Filename
    7020022