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An initial study on the new adaptive approach for multi-chaotic differential evolution

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dc.title An initial study on the new adaptive approach for multi-chaotic differential evolution en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Pluháček, Michal
dc.contributor.author Komínková Oplatková, Zuzana
dc.relation.ispartof Advances in Intelligent Systems and Computing
dc.identifier.issn 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-319-18475-3
dc.identifier.isbn 978-3-319-18476-0
dc.date.issued 2015
utb.relation.volume 347
dc.citation.spage 355
dc.citation.epage 362
dc.event.title 4th Computer Science On-line Conference, CSOC 2015
dc.event.location online
utb.event.state-en Czech Republic
utb.event.state-cs Česká republika
dc.event.sdate 2015-04-27
dc.event.edate 2015-04-30
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.identifier.doi 10.1007/978-3-319-18476-0_35
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-18476-0_35
dc.subject Deterministic chaos en
dc.subject Differential Evolution en
dc.description.abstract This paper aims on the initial investigations on the novel adaptive multi-chaos-driven evolutionary algorithm Differential Evolution (DE). This paper is focused on the embedding and adaptive alternating of set of two discrete dissipative chaotic systems in the form of chaotic pseudo random number generators for the DE. In this paper the novel adaptive concept of DE/rand/1/bin strategy driven alternately by two chaotic maps (systems) is introduced. Repeated simulations were performed and analyzed on the well known test func-tion in higher dimension setting. © Springer International Publishing Switzerland 2015. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1005645
utb.identifier.obdid 43874668
utb.identifier.scopus 2-s2.0-84940906394
utb.identifier.wok 000371407800035
utb.source d-scopus
dc.date.accessioned 2015-10-02T15:10:14Z
dc.date.available 2015-10-02T15:10:14Z
utb.identifier.utb-sysno 85245
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Komínková Oplatková, Zuzana
utb.fulltext.affiliation Roman Senkerik, Michal Pluhacek, and Zuzana Kominkova Oplatkova Tomas Bata University in Zlin, Faculty of Applied Informatics, Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {senkerik,pluhacek,oplatkova}@fai.utb.cz
utb.fulltext.dates -
utb.fulltext.sponsorship This work was supported by Grant Agency of the Czech Republic - GACR P103/15/067000S, further by financial support of research project NPU I No. MSMT-7778/2014 by the Ministry of Education of the Czech Republic; also by the European Regional Development Fund under the Project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089; and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2015/057.
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