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The ensemble of strategies and perturbation parameter in Self-Organizing Migrating Algorithm solving CEC 2019 100-Digit Challenge
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| dc.title | The ensemble of strategies and perturbation parameter in Self-Organizing Migrating Algorithm solving CEC 2019 100-Digit Challenge | en |
| dc.contributor.author | Kadavý, Tomáš | |
| dc.contributor.author | Pluháček, Michal | |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.contributor.author | Viktorin, Adam | |
| dc.relation.ispartof | 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings | |
| dc.identifier.isbn | 978-1-72812-153-6 | |
| dc.date.issued | 2019 | |
| dc.citation.spage | 372 | |
| dc.citation.epage | 375 | |
| dc.event.title | 2019 IEEE Congress on Evolutionary Computation, CEC 2019 | |
| dc.event.location | Wellington | |
| utb.event.state-en | New Zealand | |
| utb.event.state-cs | Nový Zéland | |
| dc.event.sdate | 2019-06-10 | |
| dc.event.edate | 2019-06-13 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
| dc.identifier.doi | 10.1109/CEC.2019.8790012 | |
| dc.relation.uri | https://ieeexplore.ieee.org/document/8790012 | |
| dc.subject | SOMA | en |
| dc.subject | ensemble | en |
| dc.subject | 100-Digit Challenge | en |
| dc.description.abstract | This paper presents the result of the "Ensemble of Strategies and Perturbation Parameter in Self-organizing Migrating Algorithm" (ESP-SOMA) on CEC 2019 100-Digit Challenge. This algorithm reached score around 52 out of maximum 100 with only a few parameters to set. ESP-SOMA has manifested notable potential in this demanding challenge. © 2019 IEEE. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1009108 | |
| utb.identifier.obdid | 43880011 | |
| utb.identifier.scopus | 2-s2.0-85071283622 | |
| utb.identifier.wok | 000502087100050 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2019-09-19T07:56:17Z | |
| dc.date.available | 2019-09-19T07:56:17Z | |
| dc.description.sponsorship | 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/CebiaTechi/2019/002]; COST (European Cooperation in Science Technology) [Action CA15140, Action IC 1406] | |
| utb.contributor.internalauthor | Kadavý, Tomáš | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.contributor.internalauthor | Viktorin, Adam | |
| utb.fulltext.affiliation | Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin Faculty of Applied Informatics Tomas Bata University in Zlin T. G. Masaryka 5555, 760 01 Zlin, Czech Republic kadavy@utb.cz Faculty of Applied Informatics Tomas Bata University in Zlin T. G. Masaryka 5555, 760 01 Zlin, Czech Republic pluhacek@utb.cz Faculty of Applied Informatics Tomas Bata University in Zlin T. G. Masaryka 5555, 760 01 Zlin, Czech Republic senkerik@utb.cz Faculty of Applied Informatics Tomas Bata University in Zlin T. G. Masaryka 5555, 760 01 Zlin, Czech Republic aviktorin@utb.cz | |
| utb.fulltext.dates | - | |
| utb.scopus.affiliation | Faculty of Applied Informatics, Tomas Bata University in Zlin, Zlin, 760 01, Czech Republic | |
| 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 |
