Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86093203" target="_blank" >RIV/61989100:27240/14:86093203 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28140/14:43871466
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation
Original language description
In this paper, the novel concept of particle performance evaluation within the particle swarm optimization algorithm (PSO) is introduced. In this method the contribution of each particle to the process of obtaining the global best solution is investigated periodically. For the particle with no contribution to the global best solution over a given number of iterations the velocity calculation is changed; in the case of this presented research, in order to improve its performance towards the global trend.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science. Volume 8467
ISBN
978-3-319-07172-5
ISSN
0302-9743
e-ISSN
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Number of pages
10
Pages from-to
395-405
Publisher name
Springer Verlag
Place of publication
London
Event location
Zakopane
Event date
Jun 1, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000341246000034