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Comparing border strategies for roaming particles on single and Multi-Swarm PSO
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| dc.title | Comparing border strategies for roaming particles on single and Multi-Swarm PSO | en |
| dc.contributor.author | Kadavý, Tomáš | |
| dc.contributor.author | Pluháček, Michal | |
| dc.contributor.author | Viktorin, Adam | |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.relation.ispartof | Advances in Intelligent Systems and Computing | |
| dc.identifier.issn | 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.identifier.isbn | 978-3-319-57260-4 | |
| dc.date.issued | 2017 | |
| utb.relation.volume | 573 | |
| dc.citation.spage | 528 | |
| dc.citation.epage | 536 | |
| dc.event.title | 6th Computer Science On-line Conference, CSOC 2017 | |
| dc.event.sdate | 2017-04-26 | |
| dc.event.edate | 2017-04-29 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | Springer Verlag | |
| dc.identifier.doi | 10.1007/978-3-319-57261-1_52 | |
| dc.relation.uri | https://link.springer.com/chapter/10.1007/978-3-319-57261-1_52 | |
| dc.subject | Multi-swarm | en |
| dc.subject | Particle swarm optimization | en |
| dc.subject | PSO | en |
| dc.subject | Roaming particles | en |
| dc.subject | Search space boundaries | en |
| dc.description.abstract | In this paper, the methods for handling particles that violate available search spaces are compared using a single and multi-swarm technique. The methods are soft borders and hypersphere universe. The goal is to compare this approaches and its combination. The comparisons are made on CEC’17 benchmark set functions. The experiments were carried out according to CEC benchmark rules and statistically evaluated. © Springer International Publishing AG 2017. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1007373 | |
| utb.identifier.obdid | 43877168 | |
| utb.identifier.scopus | 2-s2.0-85018667701 | |
| utb.identifier.wok | 000405337000052 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2017-09-08T12:14:47Z | |
| dc.date.available | 2017-09-08T12:14:47Z | |
| dc.description.sponsorship | P103/15/06700S, GACR;GAČR, Grantová Agentura České Republiky | |
| dc.description.sponsorship | Grant Agency of the Czech Republic - GACR [P103/15/06700S]; Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme [LO1303 (MSMT-7778/2014)]; European Regional Development Fund under the Project CEBIA-Tech [CZ.1.05/2.1.00/03.0089]; Internal Grant Agency of Tomas Bata University [IGA/CebiaTech/2017/004] | |
| utb.contributor.internalauthor | Kadavý, Tomáš | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Viktorin, Adam | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.fulltext.affiliation | Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik Faculty of Applied Informatics, Tomas Bata University in Zlin, T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {kadavy,pluhacek,aviktorin,Senkerik}@fai.utb.cz | |
| utb.fulltext.dates | - | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics |
