Comparative study of the distance/improvement based shade

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

dc.title	Comparative study of the distance/improvement based shade	en
dc.contributor.author	Viktorin, Adam
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Kadavý, Tomáš
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	163
dc.citation.epage	169
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	10.7148/2018-0163
dc.relation.uri	http://www.scs-europe.net/dlib/2018/2018-0163.htm
dc.relation.uri	http://www.scs-europe.net/dlib/2018/ecms2018acceptedpapers/0163_is_ecms2018_0867.pdf
dc.subject	differential evolution	en
dc.subject	SHADE	en
dc.subject	Db_SHADE	en
dc.subject	DIb_SHADE	en
dc.subject	parameter adaptation	en
dc.description.abstract	In this paper, a comparative study of seven variants of the Success-History based Adaptive Differential Evolution (SHADE) algorithm is presented with the aim to show the influence of improvement and distance based parameter adaptation to its performance. Seven algorithms range from improvement only based SHADE through a balanced improvement and distance based DIb_SHADE to distance only based Db_SHADE. The algorithm set is compared on the CEC2015 benchmark set, results are statistically tested, commented and possible future research directions are provided. © 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/10563/1008573
utb.identifier.rivid	RIV/70883521:28140/18:63520325!RIV19-MSM-28140___
utb.identifier.obdid	43878845
utb.identifier.scopus	2-s2.0-85062836957
utb.identifier.wok	000656119000024
utb.source	d-scopus
dc.date.accessioned	2019-07-08T11:59:56Z
dc.date.available	2019-07-08T11:59:56Z
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	Viktorin, Adam
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Kadavý, Tomáš
utb.fulltext.affiliation	Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy Tomas Bata University in Zlin, Faculty of Applied Informatics Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {aviktorin, senkerik, pluhacek, kadavy}@utb.cz
utb.fulltext.dates	-
utb.wos.affiliation	[Viktorin, Adam; Senkerik, Roman; Pluhacek, Michal; Kadavy, Tomas] 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