An Influence of Random Number Generation Function to Multiagent Systems

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19520%2F12%3A%230001837" target="_blank" >RIV/47813059:19520/12:#0001837 - 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
An Influence of Random Number Generation Function to Multiagent Systems
Original language description
The paper deals with modeling and simulation of business processes. A multiagent system was implemented as a tool to manage the simulation. Mul-tiagent systems often operate with random (respectively pseudorandom) generated parameters in order to represent unpredictable phenomena. The aiml of the paper is to show the influence of different random number generation functions to the real multiagent system outputs. It is obvious, that outputs of the multiagent system simulation differs from turn to turn, but the motivation was to find, if the differences are significant. An accurate number of agents with the same parameters were used for each case, with different kinds of randomness while generating agent?s internal state attributes. The results obtainedshow that using inappropriate random number generation function leads to significant output data distortion, so the generation function selection must be done very carefully.
Czech name
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Czech description
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Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
In Proceedings: LNAI 7327. Agent and Multi-Agent Systems. Technologies and Applications.
ISBN
978-3-642-30946-5
ISSN
0302-9743
e-ISSN
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Number of pages
10
Pages from-to
340-349
Publisher name
Springer
Place of publication
Berlín
Event location
Dubrovnik, Chorvatsko
Event date
Jan 1, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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