Publikace UTB
Repozitář publikační činnosti UTB

Chaos enhanced differential evolution in the task of evolutionary control of selected set of discrete chaotic systems

Repozitář DSpace/Manakin

Zobrazit minimální záznam


dc.title Chaos enhanced differential evolution in the task of evolutionary control of selected set of discrete chaotic systems en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Pluháček, Michal
dc.contributor.author Davendra, Donald David
dc.contributor.author Komínková Oplatková, Zuzana
dc.relation.ispartof Scientific World Journal
dc.identifier.issn 1537-744X Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2014
utb.relation.volume 2014
dc.citation.spage 836484
dc.type article
dc.language.iso en
dc.publisher Hindawi Publishing Corporation
dc.identifier.doi 10.1155/2014/836484
dc.relation.uri http://www.hindawi.com/journals/tswj/2014/836484/
dc.description.abstract Evolutionary technique differential evolution (DE) is used for the evolutionary tuning of controller parameters for the stabilization of set of different chaotic systems. The novelty of the approach is that the selected controlled discrete dissipative chaotic system is used also as the chaotic pseudorandom number generator to drive the mutation and crossover process in the DE. The idea was to utilize the hidden chaotic dynamics in pseudorandom sequences given by chaotic map to help differential evolution algorithm search for the best controller settings for the very same chaotic system. The optimizations were performed for three different chaotic systems, two types of case studies and developed cost functions. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003919
utb.identifier.obdid 43871872
utb.identifier.scopus 2-s2.0-84931481093
utb.identifier.wok 000343456200001
utb.identifier.pubmed 25243230
utb.source j-wok
dc.date.accessioned 2014-11-25T08:53:30Z
dc.date.available 2014-11-25T08:53:30Z
dc.description.sponsorship Grant Agency of the Czech Republic [GACR P103/13/08195S]; Grant of SGS [SP2014/159, SP2014/170]; VSB-Technical University of Ostrava, Czech Republic; Development of Human Resources in Research and Development of Latest Soft Computing Methods and Their Application in Practice Project - Operational Programme Education for Competitiveness [CZ.1.07/2.3.00/20.0072]; ESF; budget of the Czech Republic; European Regional Development Fund under the Project CEBIA-Tech [CZ.1.05/2.1.00/03.0089]; Internal Grant Agency of Tomas Bata University [IGA/FAI/2014/010]
dc.rights Attribution-NonCommercial-NoDerivs 3.0 Unported
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/3.0/
dc.rights.access openAccess
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Davendra, Donald David
utb.contributor.internalauthor Komínková Oplatková, Zuzana
Find Full text

Soubory tohoto záznamu

Zobrazit minimální záznam

Attribution-NonCommercial-NoDerivs 3.0 Unported Kromě případů, kde je uvedeno jinak, licence tohoto záznamu je Attribution-NonCommercial-NoDerivs 3.0 Unported