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

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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
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