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Performance of chaos driven differential evolution on shifted benchmark functions set

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dc.title Performance of chaos driven differential evolution on shifted benchmark functions set en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Pluháček, Michal
dc.contributor.author Zelinka, Ivan
dc.contributor.author Komínková Oplatková, Zuzana
dc.contributor.author Vala, Radek
dc.contributor.author Jašek, Roman
dc.relation.ispartof Advances in Intelligent Systems and Computing
dc.identifier.issn 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 9783319018539
dc.date.issued 2014
utb.relation.volume 239
dc.citation.spage 41
dc.citation.epage 50
dc.event.title International Joint Conference on 8th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2013, 6th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2013 and 4th International Conference on European Transnational Education, ICEUTE 2013
dc.event.location Salamanca
utb.event.state-en Spain
utb.event.state-cs Španělsko
dc.event.sdate 2013-09-11
dc.event.edate 2013-09-13
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer-Verlag
dc.identifier.doi 10.1007/978-3-319-01854-6_5
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-01854-6_5
dc.subject Deterministic chaos en
dc.subject Differential evolution en
dc.subject Optimization en
dc.description.abstract This research deals with the extended investigations on the concept of a chaos-driven evolutionary algorithm Differential Evolution (DE). This paper is aimed at the embedding of set of six discrete dissipative chaotic systems in the form of chaos pseudo random number generator for DE. Repeated simulations were performed on the set of two shifted benchmark test functions in higher dimensions. Finally, the obtained results are compared with canonical DE. © Springer International Publishing Switzerland 2014. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1004569
utb.identifier.obdid 43870859
utb.identifier.scopus 2-s2.0-84927601859
utb.source d-scopus
dc.date.accessioned 2015-05-28T11:39:23Z
dc.date.available 2015-05-28T11:39:23Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Komínková Oplatková, Zuzana
utb.contributor.internalauthor Vala, Radek
utb.contributor.internalauthor Jašek, Roman
utb.fulltext.affiliation Roman Senkerik 1 , Michal Pluhacek 1 , Ivan Zelinka 2 , Zuzana Kominkova Oplatkova 1 , Radek Vala 1 , and Roman Jasek 1 1 Tomas Bata University in Zlin , Faculty of Applied Informatics, Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic 2 Technical University of Ostrava, Faculty of Electrical Engineering and Computer Science, 17. listopadu 15,708 33 Ostrava-Poruba, Czech Republic
utb.fulltext.dates -
utb.fulltext.sponsorship This work was supported by Grant Agency of the Czech Republic - GACR P103/13/08195S, by the project Development of human resources in research and development of latest soft computing methods and their application in practice, reg. no. CZ.1.07/2.3.00/20.0072 funded by Operational Program Education for Competitiveness; by the European Regional Development Fund under the project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089, by the Technology Agency of the Czech Republic under the Project TE01020197, and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2013/012.
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