The inertia weight updating strategies in Particle Swarm Optimisation based on the Beta distribution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41330%2F15%3A64708" target="_blank" >RIV/60460709:41330/15:64708 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
The inertia weight updating strategies in Particle Swarm Optimisation based on the Beta distribution
Original language description
The presented paper deals with the comparison of selected random updating strategies of inertia weight in particle swarm optimisation. Six versions of particle swarm optimization were analysed on 28 benchmark function, prepared for the Special Session onReal-Parameter Single Objective Optimisation at CEC-2013. The random components of tested inertia weight were generated from Beta distribution with dierent values of shape parameters. The best analysed PSO version is the multi-swarm PSO, which combinestwo versions of updating of the inertia weight. The first is driven by the temporally varying shape parameters, while the second is based on random control of shape parameters of Beta distribution.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
MATHEMATICAL PROBLEMS IN ENGINEERING
ISSN
1024-123X
e-ISSN
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Volume of the periodical
2015
Issue of the periodical within the volume
790465
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
9
Pages from-to
1-9
UT code for WoS article
000353804300001
EID of the result in the Scopus database
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