Capturing inner dynamics of firefly algorithm in complex network—initial study

Janoštík, Jakub; Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan; Špaček, František

dc.title	Capturing inner dynamics of firefly algorithm in complex network—initial study	en
dc.contributor.author	Janoštík, Jakub
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Zelinka, Ivan
dc.contributor.author	Špaček, František
dc.relation.ispartof	Proceedings of the Second International Afro-European Conference for Industrial Advancement (AECIA 2015)
dc.relation.ispartof	Advances in Intelligent Systems and Computing
dc.identifier.issn	2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	9783319295039
dc.date.issued	2016
utb.relation.volume	427
dc.citation.spage	571
dc.citation.epage	577
dc.event.title	2nd International Afro-European Conference for Industrial Advancement, AECIA 2015
dc.event.location	Villejuif
utb.event.state-en	France
utb.event.state-cs	Francie
dc.event.sdate	2015-09-09
dc.event.edate	2015-09-11
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	Springer Verlag
dc.identifier.doi	10.1007/978-3-319-29504-6_53
dc.relation.uri	https://link.springer.com/chapter/10.1007/978-3-319-29504-6_53
dc.subject	Adaptive control	en
dc.subject	Complex network	en
dc.subject	Evolutionary algorithm	en
dc.subject	Firefly algorithm	en
dc.description.abstract	In this paper the idea of capturing inner dynamics of evolutionary process in complex network is discussed. Complex network, in itself, can contain large number of information about running evolutionary process. Consequently this information can be used in subsequent adaptive control of algorithm. We present initial study of methodology for capturing the information about algorithm and present possible uses for created networks. For this study the Firefly algorithm was selected. © Springer International Publishing Switzerland 2016.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1006259
utb.identifier.rivid	RIV/70883521:28140/16:43875574!RIV17-GA0-28140___
utb.identifier.obdid	43876341
utb.identifier.scopus	2-s2.0-84958279156
utb.identifier.wok	000371912400053
utb.source	d-scopus
dc.date.accessioned	2016-04-28T10:53:17Z
dc.date.available	2016-04-28T10:53:17Z
utb.contributor.internalauthor	Janoštík, Jakub
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Zelinka, Ivan
utb.contributor.internalauthor	Špaček, František
utb.fulltext.affiliation	Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka and Frantisek Spacek J. Janostik ( ✉ ) ⋅ M. Pluhacek ⋅ R. Senkerik ⋅ F. Spacek Faculty of Applied Informatics, Tomas Bata University in Zlin, T.G. Masaryka 5555, 760 01 Zlin, Czech Republic e-mail: janostik@fai.utb.cz M. Pluhacek e-mail: pluhacek@fai.utb.cz R. Senkerik e-mail: senkerik@fai.utb.cz F. Spacek e-mail: spacek@fai.utb.cz I. Zelinka Faculty of Electrical Engineering and Computer Science, VŠB-Technical University of Ostrava, 17. listopadu 15, 708 33 Ostrava-Poruba, Czech Republic e-mail: ivan.zelinka@vsb.cz
utb.fulltext.dates	-
utb.fulltext.sponsorship	This work was supported by Grant Agency of the Czech Republic - GACR P103/15/06700S, further by financial support of research project NPU I No. MSMT-7778/2014 by the Ministry of Education of the Czech Republic and also by the European Regional Development Fund under the Project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089, partially supported by Grant of SGS No. SP2015/142, VŠB - Technical University of Ostrava, Czech Republic and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2015/057, IGA/FAI/2015/061 and IGA/FAI/2015/031.
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