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    Assistant Professor

    ICAP Team, SeT Lab, UTBM, Belfort, France
    UTBM

    Towards a Multilevel Simulation Approach based on Holonic Multiagent Systems

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    Simulation is an appropriate approach for studying complex systems that are inacessible through direct observations and measurements. In a simulation involving a great number of interacting entities, it is difficult to create a reliable and tractable abstraction of the real reference system. One of the involved problems is amount of computational resources required to handle microscopic simulation of large number of entities. One solution is to use macroscopic models. However, this type of models may be at hand unavailable or not reliable, or it doesnt allow observations of individual behaviours. In this paper a multilevel simulation model is proposed to dynamically adapt the level of simulated behaviours while being as faithful as possible to the reference model. Our approach is based on Holonic Multi-Agent Systems and provides a generic scheduling model for multilevel simulations.

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    Description

    Title : Towards a Multilevel Simulation Approach based on Holonic Multiagent Systems
    Author(s) : Nicolas Gaud, St Galland, Abderrafi Koukam
    Abstract : Simulation is an appropriate approach for studying complex systems that are inacessible through direct observations and measurements. In a simulation involving a great number of interacting entities, it is difficult to create a reliable and tractable abstraction of the real reference system. One of the involved problems is amount of computational resources required to handle microscopic simulation of large number of entities. One solution is to use macroscopic models. However, this type of models may be at hand unavailable or not reliable, or it doesnt allow observations of individual behaviours. In this paper a multilevel simulation model is proposed to dynamically adapt the level of simulated behaviours while being as faithful as possible to the reference model. Our approach is based on Holonic Multi-Agent Systems and provides a generic scheduling model for multilevel simulations.
    Subject : unspecified
    Area : Other
    Language : English
    Year : 2008

    Affiliations ICAP Team, SeT Lab, UTBM, Belfort, France
    Journal : 10th International Conference on Computer Modelling Simulation
    Publisher : Ieee
    Pages : 180-185
    Url : http://www.scopus.com/inward/record.url?eid=2-s2.0-50149099647&partnerID=40&md5=299ca8104357c77942ff11534cc029c6
    Doi : 10.1109/UKSIM.2008.36

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