On the performance significance of boundary strategies for Firefly algorithm

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

dc.title	On the performance significance of boundary strategies for Firefly algorithm	en
dc.contributor.author	Kadavý, Tomáš
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Viktorin, Adam
dc.relation.ispartof	2018 IEEE Symposium Series on Computational Intelligence (IEEE SSCI)
dc.identifier.isbn	978-1-5386-9276-9
dc.date.issued	2018
dc.citation.spage	765
dc.citation.epage	769
dc.event.title	8th IEEE Symposium Series on Computational Intelligence (IEEE SSCI)
dc.event.location	Bengaluru
utb.event.state-en	India
utb.event.state-cs	India
dc.event.sdate	2018-11-18
dc.event.edate	2018-11-21
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	IEEE
dc.identifier.doi	10.1109/SSCI.2018.8628643
dc.relation.uri	https://www.semanticscholar.org/paper/On-the-Performance-Significance-of-Boundary-for-Kadavy-Pluhacek/250019746203612925abbe02d83589c3738d3982
dc.subject	Boundary	en
dc.subject	CEC17	en
dc.subject	Firefly Algorithm	en
dc.subject	Friedman	en
dc.description.abstract	In this paper, a comparison of a few selected boundary strategies are presented for popular optimization Firefly Algorithm (FA). 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. Also, the simple measurement on the tendency of FA particle to violate defined boundaries is presented as well. 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.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1008553
utb.identifier.obdid	43878941
utb.identifier.scopus	2-s2.0-85062782849
utb.identifier.wok	000459238800104
utb.source	d-wok
dc.date.accessioned	2019-07-08T11:59:54Z
dc.date.available	2019-07-08T11:59:54Z
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	Šenkeřík, Roman
utb.contributor.internalauthor	Viktorin, Adam
utb.fulltext.affiliation	Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin Faculty of Applied Informatics Tomas Bata University in Zlin T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {kadavy, pluhacek, senkerik, aviktorin}@utb.cz
utb.fulltext.dates	-
utb.wos.affiliation	[Kadavy, Tomas; Pluhacek, Michal; Senkerik, Roman; Viktorin, Adam] Tomas Bata Univ Zlin, Fac Appl Informat, TG Masaryka 5555, Zlin 76001, Czech Republic
utb.scopus.affiliation	Faculty of Applied Informatics, Tomas Bata University in Zlin, 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