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An investigation on the differential evolution driven by selected discrete chaotic systems
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| dc.title | An investigation on the differential evolution driven by selected discrete chaotic systems | en |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.contributor.author | Davendra, Donald David | |
| dc.contributor.author | Zelinka, Ivan | |
| dc.contributor.author | Pluháček, Michal | |
| dc.contributor.author | Komínková Oplatková, Zuzana | |
| dc.relation.ispartof | MENDEL 2012 | |
| dc.identifier.issn | 1803-3814 Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.identifier.isbn | 978-80-214-4540-6 | |
| dc.date.issued | 2012 | |
| dc.citation.spage | 157 | |
| dc.citation.epage | 162 | |
| dc.event.title | 18th International Conference on Soft Computing, MENDEL 2012 | |
| dc.event.location | Brno | |
| utb.event.state-en | Czech Republic | |
| utb.event.state-cs | Česká republika | |
| dc.event.sdate | 2012-06-27 | |
| dc.event.edate | 2012-06-29 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | Brno University of Technology | |
| dc.subject | Chaos | en |
| dc.subject | Differential Evolution | en |
| dc.subject | Evolutionary algorithms | en |
| dc.description.abstract | This research deals with the initial investigations on the concept of a chaos-driven Differential Evolution. This paper is aimed at the embedding of simple chaotic systems in the form of chaos number generator for Differential Evolution. The chaotic systems of interest are the discrete dissipative systems. Three chaotic systems were selected as possible chaos number generators. Repeated simulations were performed on standard benchmark functions set. Finally, the obtained results are compared with canonical Differential Evolution. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1004705 | |
| utb.identifier.obdid | 43869191 | |
| utb.identifier.scopus | 2-s2.0-84882936615 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2015-06-04T12:55:02Z | |
| dc.date.available | 2015-06-04T12:55:02Z | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.contributor.internalauthor | Davendra, Donald David | |
| utb.contributor.internalauthor | Zelinka, Ivan | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Komínková Oplatková, Zuzana |
