Control Loop Model of Virtual Company in BPM Simulation

Kód výsledku v 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>

Nalezeny alternativní kódy

RIV/61989100:27240/13:86089054

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Control Loop Model of Virtual Company in BPM Simulation

Popis výsledku v původním jazyce

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

Název v anglickém jazyce

Control Loop Model of Virtual Company in BPM Simulation

Popis výsledku anglicky

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

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

—

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2013

Kód důvěrnosti údajů

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

Název statě ve sborníku

Advances in Intelligent Systems and Computing 188 AISC

ISBN

978-3-642-32921-0

ISSN

—

e-ISSN

—

Počet stran výsledku

9

Strana od-do

515-524

Název nakladatele

Springer-Verlag

Místo vydání

Berlin Heidelberg, Germany

Místo konání akce

Ostrava

Datum konání akce

11. 9. 2013

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000312974600053