Modifications of the particle swarm optimization and new proposed variant

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41330%2F14%3A65731" target="_blank" >RIV/60460709:41330/14:65731 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.5593/SGEM2014/B21/S7.033" target="_blank" >http://dx.doi.org/10.5593/SGEM2014/B21/S7.033</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5593/SGEM2014/B21/S7.033" target="_blank" >10.5593/SGEM2014/B21/S7.033</a>

Result language
angličtina
Original language name
Modifications of the particle swarm optimization and new proposed variant
Original language description
The main goal of this paper is to provide a comprehensive review about different variants of the particle swarm optimization. The original PSO algorithm is modified due to improve the optimization ability and to avoid the premature convergence to the local minimum. The parameter of inertia weight or constriction factor was implemented to the equation. In this paper, new modification of PSO algorithm is presented, where the velocity of individuals depends on the nearest neighbourhood of each particle. The comparison between the proposed algorithm and other existing methods is presented and discussed in the paper.
Czech name
—
Czech description
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Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
GeoConference on informatics, geoinformatics and remote sensing
ISBN
978-619-7105-10-0
ISSN
—
e-ISSN
—
Number of pages
8
Pages from-to
257-264
Publisher name
International Multidisciplinary Scientific GeoConference SGEM
Place of publication
Sofia, Bulgaria
Event location
Albena, Bulgaria
Event date
Jun 19, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000371297900033

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