Simulation of the differential evolution performance dependency on switching of the driving chaotic systems

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

dc.title	Simulation of the differential evolution performance dependency on switching of the driving chaotic systems	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	Proceedings - 28th European Conference on Modelling and Simulation, ECMS 2014
dc.identifier.isbn	978-0-9564944-8-1
dc.date.issued	2014
dc.citation.spage	393
dc.citation.epage	398
dc.event.title	28th European Conference on Modelling and Simulation, ECMS 2014
dc.event.location	Brescia
utb.event.state-en	Italy
utb.event.state-cs	Itálie
dc.event.sdate	2014-05-27
dc.event.edate	2014-05-30
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	European Council for Modelling and Simulation
dc.identifier.doi	10.7148/2014-0393
dc.relation.uri	http://www.scs-europe.net/dlib/2014/2014-0393.htm
dc.relation.uri	http://www.scs-europe.net/dlib/2014/ecms14papers/is_ECMS2014_0150.pdf
dc.subject	Chaotic Pseudo Random Number Generators	en
dc.subject	Deterministic chaos	en
dc.subject	Differential Evolution	en
dc.subject	Discrete chaotic maps	en
dc.subject	Evolutionary computation	en
dc.description.abstract	This research deals with the deeper analysis of the novel concept of a multi-chaos-driven evolutionary algorithm Differential Evolution (DE). 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. Repeated simulations were performed on the selected test function in higher dimensions. Finally, the obtained results are compared with canonical DE. Proceedings 28th European Conference on Modelling and Simulation © ECMS Flaminio Squazzoni, Fabio Baronio, Claudia Archetti, Marco Castellani (Editors).	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1004610
utb.identifier.obdid	43871937
utb.identifier.scopus	2-s2.0-84905727966
utb.source	d-scopus
dc.date.accessioned	2015-06-04T12:54:22Z
dc.date.available	2015-06-04T12:54:22Z
dc.description.sponsorship	ESF, Czech Science Foundation; P103/13/08195S, GACR, Czech Science Foundation
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Komínková Oplatková, Zuzana