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

Šenkeřík, Roman; Pluháček, Michal; Zelinka, Ivan

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.