An initial study on the multi-chaotic approach for the differential evolution

Šenkeřík, Roman; Pluháček, Michal; Davendra, Donald David; Zelinka, Ivan; Komínková Oplatková, Zuzana

dc.title	An initial study on the multi-chaotic approach for the differential evolution	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	MENDEL 2014
dc.identifier.issn	1803-3814 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued	2014
utb.relation.volume	2014-January
utb.relation.issue	January
dc.citation.spage	89
dc.citation.epage	96
dc.event.title	20th International Conference on Soft Computing: Evolutionary Computation, Genetic Programming, Swarm Intelligence, Fuzzy Logic, Neural Networks, Fractals, Bayesian Methods, MENDEL 2014
dc.event.location	Brno
utb.event.state-en	Czech Republic
utb.event.state-cs	Česká republika
dc.event.sdate	2014-06-25
dc.event.edate	2014-06-27
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	Brno University of Technology
dc.subject	Deterministic chaos	en
dc.subject	Differential evolution	en
dc.subject	Dissipative systems	en
dc.subject	Optimization	en
dc.description.abstract	This paper is aimed at the embedding and alternating of set of two discrete dissipative chaotic systems in the form of chaos pseudo random number generator for DE. This research deals with the initial investigations on the concept of a multi-chaos-driven evolutionary algorithm Differential Evolution (DE). This research represents the continuation of single-chaos-driven heuristics. It shows the performance dependency on the selection of chaotic systems as well as the moment of switching between these systems. Repeated simulations were performed on the selected set of test functions in higher dimensions. Finally, the obtained results are compared with canonical DE.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1005276
utb.identifier.obdid	43871940
utb.identifier.scopus	2-s2.0-84938060546
utb.source	d-scopus
dc.date.accessioned	2015-08-28T12:05:00Z
dc.date.available	2015-08-28T12:05:00Z
dc.description.sponsorship	ESF, European Science Foundation
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Komínková Oplatková, Zuzana
utb.scopus.affiliation	Senkerik R., Tomas Bata University in Zlin, Faculty of Applied Informatics, Department of Informatics and Artificial Intelligence, T.G. Masaryka 5555, Zlin, 760 01, Czech Republic; Pluhacek M., Tomas Bata University in Zlin, Faculty of Applied Informatics, Department of Informatics and Artificial Intelligence, T.G. Masaryka 5555, Zlin, 760 01, Czech Republic; Davendra D., VŠB-Technical University of Ostrava, Faculty of Electrical Engineering and Computer Science, Department of Computer Science, 17. listopadu 15, Ostrava-Poruba, 708 33, Czech Republic; Zelinka I., VŠB-Technical University of Ostrava, Faculty of Electrical Engineering and Computer Science, Department of Computer Science, 17. listopadu 15, Ostrava-Poruba, 708 33, Czech Republic; Oplatkova Z.K., Tomas Bata University in Zlin, Faculty of Applied Informatics, Department of Informatics and Artificial Intelligence, T.G. Masaryka 5555, Zlin, 760 01, Czech Republic