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Single and multi chaos enhanced differential evolution on the selected PID tuning problem

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dc.title Single and multi chaos enhanced differential evolution on the selected PID tuning problem en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Pluháček, Michal
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof Lecture Notes in Electrical Engineering
dc.relation.ispartof AETA 2015: Recent Advances in Electrical Engineering and Related Sciences
dc.identifier.issn 1876-1100 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 9783319272450
dc.date.issued 2016
utb.relation.volume 371
dc.citation.spage 563
dc.citation.epage 572
dc.event.title International Conference on Advanced Engineering Theory and Applications, AETA 2015
dc.event.location Ho Chi Minh City
utb.event.state-en Vietnam
utb.event.state-cs Vietnam
dc.event.sdate 2015-12-09
dc.event.edate 2015-12-12
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.identifier.doi 10.1007/978-3-319-27247-4_48
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-27247-4_48
dc.subject Deterministic chaos en
dc.subject Differential evolution en
dc.subject Optimization en
dc.subject PID tuning en
dc.description.abstract This paper presents results of the utilization of single and multi chaos enhanced differential evolution (DE) algorithm in the task of PID controller design for the selected 4th order dynamical system. The aim of the paper is to highlight the advantages and disadvantages of utilizing such complex chaos enhanced heuristics for simple real life and fast optimization process. The results of four versions of chaos driven DE are compared with canonical DE versions, which do not utilize the chaos in the place of pseudo-random number generator. © Springer International Publishing Switzerland 2016. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006309
utb.identifier.rivid RIV/70883521:28140/16:43875543!RIV17-GA0-28140___
utb.identifier.obdid 43876293
utb.identifier.scopus 2-s2.0-84961226638
utb.identifier.wok 000377712300048
utb.source d-scopus
dc.date.accessioned 2016-06-22T12:14:43Z
dc.date.available 2016-06-22T12:14:43Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Zelinka, Ivan
utb.fulltext.affiliation Roman Senkerik, Michal Pluhacek and Ivan Zelinka R. Senkerik (&) M. Pluhacek Faculty of Applied Informatics, Tomas Bata University in Zlin, Nam T.G. Masaryka 5555, 760 01, Zlin, Czech Republic e-mail: senkerik@fai.utb.cz M. Pluhacek e-mail: pluhacek@fai.utb.cz I. Zelinka Faculty of Electrical Engineering and Computer Science, Technical University of Ostrava, 17. Listopadu 15, 708 33, Ostrava-Poruba, Czech Republic e-mail: ivan.zelinka@vsb.cz
utb.fulltext.dates -
utb.fulltext.sponsorship This work was supported by Grant Agency of the Czech Republic—GACR P103/15/06700S, further by financial support This work was supported by the Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme project No. LO1303 (MSMT-7778/2014) and also by the European Regional Development Fund under the project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089, partially supported by Grant of SGS No. SP2015/142 of VSB—Technical University of Ostrava, Czech Republic and by Internal Grant Agency of Tomas Bata University under the projects No. IGA/FAI/2015/057.
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