Firefly algorithm enhanced by orthogonal learning

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

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