Towards the Validation of Agent-based BPM Simulation

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Towards the Validation of Agent-based BPM Simulation

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Towards the Validation of Agent-based BPM Simulation

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

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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

Frontiers in Artificial Intelligence and Applications 252

ISBN

978-1-61499-253-0

ISSN

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e-ISSN

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Počet stran výsledku

8

Strana od-do

276-283

Název nakladatele

IOS Press BV

Místo vydání

Amsterdam

Místo konání akce

Hue city

Datum konání akce

27. 5. 2013

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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