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Preliminary study on the particle swarm optimization with the particle performance evaluation
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| dc.title | Preliminary study on the particle swarm optimization with the particle performance evaluation | en |
| dc.contributor.author | Pluháček, Michal | |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.contributor.author | Zelinka, Ivan | |
| dc.relation.ispartof | Artificial Intelligence and Soft Computing 2014, Part I | |
| dc.identifier.issn | 0302-9743 Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.identifier.isbn | 978-3-319-07172-5 | |
| dc.identifier.isbn | 978-3-319-07173-2 | |
| dc.date.issued | 2014 | |
| utb.relation.volume | 8467 | |
| dc.citation.spage | 395 | |
| dc.citation.epage | 405 | |
| dc.event.title | 13th International Conference on Artificial Intelligence and Soft Computing (ICAISC) | |
| dc.event.location | Zakopane | |
| utb.event.state-en | Poland | |
| utb.event.state-cs | Polsko | |
| dc.event.sdate | 2014-06-01 | |
| dc.event.edate | 2014-06-05 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | Springer-Verlag Berlin | |
| dc.identifier.doi | 10.1007/978-3-319-07173-2_34 | |
| dc.relation.uri | https://link.springer.com/chapter/10.1007/978-3-319-07173-2_34 | |
| dc.subject | PSO | en |
| dc.subject | Swarm intelligence | en |
| dc.subject | Performance evaluation | en |
| dc.subject | Optimization | en |
| dc.description.abstract | 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. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1003896 | |
| utb.identifier.obdid | 43871681 | |
| utb.identifier.scopus | 2-s2.0-84902602838 | |
| utb.identifier.wok | 000341246000034 | |
| utb.source | d-wok | |
| dc.date.accessioned | 2014-11-19T09:24:05Z | |
| dc.date.available | 2014-11-19T09:24:05Z | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.contributor.internalauthor | Zelinka, Ivan |
