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Firefly algorithm enhanced by orthogonal learning

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dc.title Firefly algorithm enhanced by orthogonal learning 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 978-3-319-91188-5
dc.date.issued 2019
utb.relation.volume 764
dc.citation.spage 477
dc.citation.epage 488
dc.event.title 7th Computer Science On-line Conference, CSOC 2018
dc.event.sdate 2018-04-25
dc.event.edate 2018-04-28
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.identifier.doi 10.1007/978-3-319-91189-2_47
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-91189-2_47
dc.subject Firefly algorithm en
dc.subject Orthogonal learning en
dc.subject Particle Swarm Optimization en
dc.description.abstract Orthogonal learning strategy, a proven technique, is combined with hybrid optimization metaheuristic, which is based on Firefly Algorithm and Particle Swarm Optimization. The hybrid algorithm Firefly Particle Swarm Optimization is then compared, together with canonical Firefly Algorithm, with the newly created Orthogonal Learning Firefly Algorithm. Comparisons have been conducted on five selected basic benchmark functions, and the results have been evaluated for statistical significance using Wilcoxon rank-sum test. © 2019, Springer International Publishing AG, part of Springer Nature. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1007979
utb.identifier.obdid 43878910
utb.identifier.scopus 2-s2.0-85047857182
utb.identifier.wok 000460247600047
utb.source d-scopus
dc.date.accessioned 2018-07-27T08:47:37Z
dc.date.available 2018-07-27T08:47:37Z
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; CZ.1.05/2.1.00/03.0089, FEDER, European Regional Development Fund; COST, European Cooperation in Science and Technology
dc.description.sponsorship Ministry of Education, Youth and Sports of the Czech Republic [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) [CA15140, IC1406]; A. I. Lab at the Faculty of Applied Informatics, Tomas Bata University in Zlin
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.scopus.affiliation Tomas Bata University in Zlin, T. G. Masaryka 5555, Zlin, Czech Republic
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