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Control Loop Model of Virtual Company in BPM Simulation

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19520%2F13%3A%230002436" target="_blank" >RIV/47813059:19520/13:#0002436 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27240/13:86089054

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-642-32922-7_53" target="_blank" >http://dx.doi.org/10.1007/978-3-642-32922-7_53</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-642-32922-7_53" target="_blank" >10.1007/978-3-642-32922-7_53</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Control Loop Model of Virtual Company in BPM Simulation

  • Original language description

    The motivation of the paper is to introduce agent-based technology in the business process simulation. As in other cases, such simulation needs sufficient input data. However, in the case of business systems, real business data are not always available.Therefore, multi-agent systems often operate with randomly (resp. pseudo randomly) generated parameters. This method can also represent unpredictable phenomena. The core of the paper is to introduce the control loop model methodology in JADE business process simulation implementation. At the end of this paper the analysis of agent-based simulation outputs through process mining methods and methods for analysis of agents' behavior in order to verify the correctness of used methodology is presented. The business process simulation inputs are randomly generated using the normal distribution. The results obtained show that using random number generation function with normal distribution can lead to the correct output data and therefore can

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2013

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Advances in Intelligent Systems and Computing 188 AISC

  • ISBN

    978-3-642-32921-0

  • ISSN

  • e-ISSN

  • Number of pages

    9

  • Pages from-to

    515-524

  • Publisher name

    Springer-Verlag

  • Place of publication

    Berlin Heidelberg, Germany

  • Event location

    Ostrava

  • Event date

    Sep 11, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000312974600053