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Chaos driven evolutionary algorithm: A new approach for evolutionary optimization
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| dc.title | Chaos driven evolutionary algorithm: A new approach for evolutionary optimization | en |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.contributor.author | Pluháček, Michal | |
| dc.contributor.author | Davendra, Donald David | |
| dc.contributor.author | Zelinka, Ivan | |
| dc.contributor.author | Komínková Oplatková, Zuzana | |
| dc.relation.ispartof | International Journal of Mathematics and Computers in Simulation | |
| dc.identifier.issn | 1998-0159 Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.date.issued | 2013 | |
| utb.relation.volume | 7 | |
| utb.relation.issue | 4 | |
| dc.citation.spage | 363 | |
| dc.citation.epage | 368 | |
| dc.type | article | |
| dc.language.iso | en | |
| dc.publisher | North Atlantic University Union (NAUN) | en |
| dc.relation.uri | http://www.naun.org/cms.action?id=5359 | |
| dc.subject | Chaos | en |
| dc.subject | Differential evolution | en |
| dc.subject | Evolutionary algorithms | en |
| dc.subject | Lozi map | en |
| dc.description.abstract | This research deals with the initial investigations on the concept of a chaos-driven evolutionary algorithm Differential evolution. This paper is aimed at the embedding of simple two- dimensional chaotic system, which is Lozi map, in the form of chaos pseudo random number generator for Differential Evolution. The chaotic system of interest is the discrete dissipative system. Repeated simulations were performed on standard benchmark Schwefel's test function in 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/10563/1003543 | |
| utb.identifier.obdid | 43870252 | |
| utb.identifier.scopus | 2-s2.0-84886711794 | |
| utb.source | j-scopus | |
| dc.date.accessioned | 2013-11-29T09:48:59Z | |
| dc.date.available | 2013-11-29T09:48:59Z | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Komínková Oplatková, Zuzana | |
| utb.fulltext.affiliation | R.Senkerik, M. Pluhacek, D. Davendra, I. Zelinka, Z. Kominkova Oplatkova (phone: +420576035189; fax: +420576035279; e-mail: senkerik@fai.utb.cz). | |
| 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, the project IT4Innovations Centre of Excellence No. CZ.1.05/1.1.00/02.0070, Grant Agency of the Czech Republic: GACR 13-08195S, and by the Development of human resources in research and development of latest soft computing methods and their application in practice project: No. CZ.1.07/2.3.00/20.0072 funded by Operational Programme Education for Competitiveness, cofinanced by ESF and state budget of the Czech Republic; and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2013/012. | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.ou | Department of Informatics and Artificial Intelligence |
