Chaos Driven PSO with Ensemble of Priority Factors

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43871468" target="_blank" >RIV/70883521:28140/14:43871468 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/14:86092616
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-07401-6_9" target="_blank" >http://dx.doi.org/10.1007/978-3-319-07401-6_9</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-07401-6_9" target="_blank" >10.1007/978-3-319-07401-6_9</a>

Result language
angličtina
Original language name
Chaos Driven PSO with Ensemble of Priority Factors
Original language description
In this paper a new approach for PSO algorithm driven by chaotic pseudorandom number generator is investigated. The ensemble learning method that has been successfully implemented in many evolutionary computational techniques is applied here for the selection of priority factors in the velocity calculations formula. The goal is to improve the performance of chaos driven PSO. The promising results are compared with previously published results of SPSO-2011 on the CEC´ 13 benchmark set.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Advances in Intelligent Systems and Computing. 289
ISBN
978-3-319-07400-9
ISSN
2194-5357
e-ISSN
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Number of pages
9
Pages from-to
89-97
Publisher name
Springer-Verlag Berlin
Place of publication
Heidelberg
Event location
Ostrava
Event date
Jun 23, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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