Towards the Validation of Agent-based BPM Simulation

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19520%2F13%3A%230002239" target="_blank" >RIV/47813059:19520/13:#0002239 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Towards the Validation of Agent-based BPM Simulation
Original language description
One of the efficient methods of business process simulation is the use of a multi-agent system. As on other cases, such simulation requires sufficient input data. However, in the case of business systems, real business data is not always available, therefore multi-agent systems often operate with randomly (or pseudo randomly) generated parameters. This method can also allow for unpredictable phenomena both inside the simulated system and in the environment. The motivation of this paper is to introduce novel business process simulation method based on multi-agent system and to validate the simulation results with certain randomly generated agent parameters. Normal distribution was used to model two agent parameters in the simulation. These parameters are the amount of goods to buy and the ability of the seller agents. Certain number of negotiating agents representing various important roles within the company business system is described.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Frontiers in Artificial Intelligence and Applications 252
ISBN
978-1-61499-253-0
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
276-283
Publisher name
IOS Press BV
Place of publication
Amsterdam
Event location
Hue city
Event date
May 27, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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