The ensemble of strategies and perturbation parameter in Self-Organizing Migrating Algorithm solving CEC 2019 100-Digit Challenge

Kadavý, Tomáš; Pluháček, Michal; Šenkeřík, Roman; Viktorin, Adam

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