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On the differential evolution driven by selected discrete chaotic systems: Extended study
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| dc.title | On the differential evolution driven by selected discrete chaotic systems: Extended study | 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 2013 | |
| dc.identifier.issn | 1803-3814 Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.identifier.isbn | 978-80-214-4755-4 | |
| dc.date.issued | 2013 | |
| dc.citation.spage | 137 | |
| dc.citation.epage | 144 | |
| dc.event.title | 19th International Conference on Soft Computing: Evolutionary Computation, Genetic Programming, Swarm Intelligence, Fuzzy Logic, Neural Networks, Fractals, Bayesian Methods, MENDEL 2013 | |
| dc.event.location | Brno | |
| utb.event.state-en | Czech Republic | |
| utb.event.state-cs | Česká republika | |
| dc.event.sdate | 2013-06-26 | |
| dc.event.edate | 2013-06-28 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | Brno University of Technology | |
| dc.subject | Chaos | en |
| dc.subject | Differential evolution | en |
| dc.subject | Discrete chaotic maps | en |
| dc.subject | Evolutionary algorithms | en |
| dc.subject | Optimization | en |
| dc.description.abstract | This research deals with the extended 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. Six chaotic systems were selected as chaotic pseudo-random number generators. Repeated simulations were performed on standard benchmark functions set at higher dimensions. Finally, the obtained results are compared with canonical Differential Evolution. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1004668 | |
| utb.identifier.obdid | 43870786 | |
| utb.identifier.scopus | 2-s2.0-84902527445 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2015-06-04T12:54:47Z | |
| dc.date.available | 2015-06-04T12:54:47Z | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Komínková Oplatková, Zuzana |
