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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 | 978-3-319-07400-9 | |
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. |