MULTI-SWARM APROACH FOR CHAOTIC PSO ALGORITHM ? AN INITIAL STUDY

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43871475" target="_blank" >RIV/70883521:28140/14:43871475 - 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
MULTI-SWARM APROACH FOR CHAOTIC PSO ALGORITHM ? AN INITIAL STUDY
Original language description
In this study the Particle Swarm Optimization (PSO) algorithm with two simultaneously used chaotic pseudo-random number generators (CPRNG) is investigated. The swarm is divided into two same-size sub-swarms of particles. Each sub-swarm is driven by different CPRNG. Six different chaotic systems are tested in various combinations. The results of proposed algorithm on IEEE CEC´13 Real-Parameter Single Objective Optimization benchmark set are presented and compared with the best performing PSO based algorithm in the competition.
Czech name
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Czech description
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Project
<a href="/en/project/ED2.1.00%2F03.0089" target="_blank" >ED2.1.00/03.0089: The Centre of Security, Information and Advanced Technologies (CEBIA-Tech)</a><br>
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
MENDEL 2014 20 th International conference on soft Computing
ISBN
978-80-214-4984-8
ISSN
1803-3814
e-ISSN
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Number of pages
6
Pages from-to
141-146
Publisher name
Vysoké učení technické v Brně, Fakulta strojního inženýrství
Place of publication
Brno
Event location
Brno
Event date
Jun 25, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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