Performance of chaos driven differential evolution on shifted benchmark functions set

Šenkeřík, Roman; Pluháček, Michal; Zelinka, Ivan; Komínková Oplatková, Zuzana; Vala, Radek; Jašek, Roman

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.