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
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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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
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e-ISSN
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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