Kontaktujte nás | Jazyk: čeština English
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. |