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Comparison of chaos driven PSO and differential evolution on the selected PID tuning problem

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dc.title Comparison of chaos driven PSO and 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.contributor.author Davendra, Donald David
dc.contributor.author Komínková Oplatková, Zuzana
dc.relation.ispartof Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.identifier.issn 0302-9743 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-662-45236-3
dc.date.issued 2014
utb.relation.volume 8838
dc.citation.spage 67
dc.citation.epage 76
dc.event.title 13th IFIP TC8 International Conference on Computer Information Systems and Industrial Management, CISIM 2014
dc.event.location Ho Chi Minh City
utb.event.state-en Vietnam
utb.event.state-cs Vietnam
dc.event.sdate 2014-11-05
dc.event.edate 2014-11-07
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-662-45237-0_8
dc.subject deterministic chaos en
dc.subject differential evolution en
dc.subject PID tuning en
dc.subject PSO en
dc.description.abstract This paper presents results of the utilization of selected discrete chaotic map, which is Dissipative standard map, as pseudo-random number generator for the differential evolution (DE) optimization algorithm and Particle Swarm Optimization (PSO) algorithm in the task of PID controller design for the selected 4th order dynamical system. The results are compared with previously published results; both chaos driven heuristics with each other and finally the obtained results are compared with canonical PSO and DE versions, which do not utilize the chaos in the place of pseudo-random number generator. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003959
utb.identifier.obdid 43871963
utb.identifier.scopus 2-s2.0-84910607452
utb.identifier.wok 000346243400008
utb.source d-scopus
dc.date.accessioned 2015-01-13T09:25:57Z
dc.date.available 2015-01-13T09:25:57Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Komínková Oplatková, Zuzana
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