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Orthogonal learning firefly algorithm

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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
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