Boundary strategies for firefly algorithm analysed using CEC`17 benchmark

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

dc.title	Boundary strategies for firefly algorithm analysed using CEC`17 benchmark	en
dc.contributor.author	Kadavý, Tomáš
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Viktorin, Adam
dc.contributor.author	Šenkeřík, Roman
dc.relation.ispartof	Proceedings - European Council for Modelling and Simulation, ECMS
dc.identifier.issn	2522-2414 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	978-0-9932440-6-3
dc.date.issued	2018
dc.citation.spage	170
dc.citation.epage	175
dc.event.title	32nd Annual Conference of the European Conference on Modelling and Simulation, ECMS 2018
dc.event.location	Wilhelmshaven
utb.event.state-en	Germany
utb.event.state-cs	Německo
dc.event.sdate	2018-05-22
dc.event.edate	2018-05-25
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	European Council for Modelling and Simulation
dc.identifier.doi	10.7148/2018-0170
dc.relation.uri	http://www.scs-europe.net/dlib/2018/2018-0170.htm
dc.relation.uri	http://www.scs-europe.net/dlib/2018/ecms2018acceptedpapers/0170_is_ecms2018_0868.pdf
dc.subject	Firefly Algorithm	en
dc.subject	FA	en
dc.subject	FFPSO	en
dc.subject	boundary	en
dc.subject	CEC17	en
dc.description.abstract	In this paper, we are presenting a comparison of few selected boundary strategies for two popular optimization algorithms. The Firefly Algorithm (FA) and its hybridized modification, the Firefly Particle Swarm Optimization (FFPSO). The problem of boundary constrained optimization was already extensively studied for well-known heuristic optimization Particle Swarm Optimization (PSO). This suggesting importance for similar research for other swarm-based algorithms, like FA. The recent CEC'17 benchmark suite is used for the performance comparison of the methods and the results are compared and tested for statistical significance. © ECMS Lars Nolle, Alexandra Burger, Christoph Tholen, Jens Werner, Jens Wellhausen	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1008571
utb.identifier.rivid	RIV/70883521:28140/18:63520391!RIV19-MSM-28140___
utb.identifier.obdid	43878911
utb.identifier.scopus	2-s2.0-85062853966
utb.identifier.wok	000656119000025
utb.source	d-scopus
dc.date.accessioned	2019-07-08T11:59:55Z
dc.date.available	2019-07-08T11:59:55Z
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) [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	Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik Tomas Bata University in Zlin, Faculty of Applied Informatics Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {kadavy, pluhacek, aviktorin, senkerik}@utb.cz
utb.fulltext.dates	-
utb.wos.affiliation	[Kadavy, Tomas; Pluhacek, Michal; Viktorin, Adam; Senkerik, Roman] Tomas Bata Univ Zlin, Fac Appl Informat, Nam TG Masaryka 5555, Zlin 76001, Czech Republic
utb.scopus.affiliation	Tomas Bata University in Zlin, Faculty of Applied Informatics, Nam T.G. Masaryka 5555, 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