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Influence of chaotic dynamics on the performance of evolutionary algorithms - An initial study
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| dc.title | Influence of chaotic dynamics on the performance of evolutionary algorithms - An initial study | en |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.contributor.author | Davendra, Donald David | |
| dc.contributor.author | Zelinka, Ivan | |
| dc.contributor.author | Oplatková, Zuzana | |
| dc.relation.ispartof | Numerical Analysis and Applied Mathematics (ICNAAM 2012), Vols A and B | |
| dc.identifier.issn | 0094-243X Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.identifier.isbn | 978-0-7354-1091-6 | |
| dc.date.issued | 2012 | |
| utb.relation.volume | 1479 | |
| dc.citation.spage | 627 | |
| dc.citation.epage | 630 | |
| dc.event.title | International Conference of Numerical Analysis and Applied Mathematics (ICNAAM) | |
| dc.event.location | Kos | |
| utb.event.state-en | Greece | |
| utb.event.state-cs | Řecko | |
| dc.event.sdate | 2012-09-19 | |
| dc.event.edate | 2012-09-25 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | American Institute of Physics (AIP) | en |
| dc.identifier.doi | 10.1063/1.4756212 | |
| dc.subject | Chaos | en |
| dc.subject | optimization | en |
| dc.subject | evolutionary algorithms | en |
| dc.description.abstract | This paper outlines the initial investigations on the influence of chaotic dynamics to the performance of evolutionary algorithms. The focus of this paper is the embedding of chaotic system in the form of chaos number generator for Differential Evolution. The chaotic systems of interest are the discrete dissipative systems. The two-dimensional Dissipative Standard map was selected as a possible chaos number generator for Differential Evolution. Repeated simulations were performed on a selected benchmark function. Finally, the obtained results are compared with canonical Differential Evolution. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1003045 | |
| utb.identifier.rivid | RIV/70883521:28140/12:43868162!RIV13-MSM-28140___ | |
| utb.identifier.obdid | 43868255 | |
| utb.identifier.scopus | 2-s2.0-84883125653 | |
| utb.identifier.wok | 000310698100153 | |
| utb.source | d-wok | |
| dc.date.accessioned | 2012-12-06T09:22:57Z | |
| dc.date.available | 2012-12-06T09:22:57Z | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.contributor.internalauthor | Zelinka, Ivan | |
| utb.contributor.internalauthor | Oplatková, Zuzana | |
| utb.fulltext.affiliation | (1)Roman Senkerik, (2)Donald Davendra, (1)Ivan Zelinka, (1)Zuzana Oplatkova, (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 European Regional Development Fund under the project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089. | |
| utb.fulltext.projects | CZ.1.05/2.1.00/03.0089 | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.ou | - |
