Orthogonal learning firefly algorithm

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

dc.title	Orthogonal learning firefly algorithm	en
dc.contributor.author	Kadavý, Tomáš
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Viktorin, Adam
dc.contributor.author	Šenkeřík, Roman
dc.relation.ispartof	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.relation.ispartof	Hybrid Artificial Intelligent Systems (HAIS 2018)
dc.identifier.issn	0302-9743 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	978-3-319-92638-4
dc.date.issued	2018
utb.relation.volume	10870 LNAI
dc.citation.spage	315
dc.citation.epage	326
dc.event.title	13th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2018
dc.event.location	Oviedo
utb.event.state-en	Spain
utb.event.state-cs	Španělsko
dc.event.sdate	2018-06-20
dc.event.edate	2018-06-22
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	Springer Verlag
dc.identifier.doi	10.1007/978-3-319-92639-1_26
dc.relation.uri	https://link.springer.com/chapter/10.1007/978-3-319-92639-1_26
dc.subject	Firefly algorithm	en
dc.subject	Friedman rank	en
dc.subject	Orthogonal learning	en
dc.subject	Particle swarm optimization	en
dc.description.abstract	In this paper, a proven technique, orthogonal learning, is combined with popular swarm metaheuristic Firefly Algorithm (FA). More precisely with its hybrid modification Firefly Particle Swarm Optimization (FFPSO). The performance of the developed algorithm is tested and compared with canonical FA and above mentioned FFPSO. Comparisons have been conducted on well-known CEC 2017 benchmark functions, and the results have been evaluated for statistical significance using Friedman rank test. © Springer International Publishing AG, part of Springer Nature 2018.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1008075
utb.identifier.obdid	43878938
utb.identifier.scopus	2-s2.0-85048861684
utb.identifier.wok	000443487900026
utb.source	d-scopus
dc.date.accessioned	2018-07-27T08:47:42Z
dc.date.available	2018-07-27T08:47:42Z
dc.description.sponsorship	IC1406, COST, European Cooperation in Science and Technology; CA15140, COST, European Cooperation in Science and Technology; IGA/CebiaTech/2018/003; MSMT-7778/2014, MŠMT, Ministerstvo Školství, Mládeže a Tělovýchovy; LO1303, MŠMT, Ministerstvo Školství, Mládeže a Tělovýchovy; COST, European Cooperation in Science and Technology; CZ.1.05/2.1.00/03.0089, FEDER, European Regional Development Fund
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/CebiaTech/2018/003]; COST (European Cooperation in Science & Technology) under Action [CA15140]
utb.contributor.internalauthor	Kadavý, Tomáš
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Viktorin, Adam
utb.contributor.internalauthor	Šenkeřík, Roman
utb.fulltext.affiliation	Kadavy Tomas, Pluhacek Michal, Viktorin Adam, Senkerik Roman Tomas Bata University in Zlin, T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {kadavy,pluhacek,aviktorin,senkerik}@utb.cz
utb.fulltext.dates	-
utb.wos.affiliation	[Tomas, Kadavy; Michal, Pluhacek; Adam, Viktorin; Roman, Senkerik] Tomas Bata Univ Zlin, TG Masaryka 5555, Zlin 76001, Czech Republic
utb.scopus.affiliation	Tomas Bata University in Zlin, T.G. Masaryka 5555, Zlin, Czech Republic