Particle swarm optimization algorithm driven by multichaotic number generator

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43871467" target="_blank" >RIV/70883521:28140/14:43871467 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/14:86092619
Result on the web
<a href="http://dx.doi.org/10.1007/s00500-014-1222-z" target="_blank" >http://dx.doi.org/10.1007/s00500-014-1222-z</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s00500-014-1222-z" target="_blank" >10.1007/s00500-014-1222-z</a>

Result language
angličtina
Original language name
Particle swarm optimization algorithm driven by multichaotic number generator
Original language description
In this paper, the utilization of different chaotic systems as pseudo-random number generators (PRNGs) for velocity calculation in the PSO algorithm are proposed. Two chaos-based PRNGs are used alternately within one run of the PSO algorithm and dynamically switched over when a certain criterion is met. By using this unique technique, it is possible to improve the performance of PSO algorithm as it is demonstrated on different benchmark functions.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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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

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