About: Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	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. 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)
Title	Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem (en)
skos:prefLabel	Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem (en)
skos:notation	RIV/70883521:28140/14:43871744!RIV15-MSM-28140___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(ED2.1.00/03.0089), P(EE.2.3.20.0072), P(GA13-08195S), S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Oplatková, Zuzana Šenkeřík, Roman Pluháček, Michal
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	8023
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/14:43871744
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Differential Evolution, PSO, Deterministic chaos, PID tuning. (en)
http://linked.open.../riv/klicoveSlovo	Differential Evolution PSO Deterministic chaos PID tuning.
http://linked.open...ontrolniKodProRIV	[CDC4807F91C5]
http://linked.open...v/mistoKonaniAkce	Ho Chi Minh City
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...i/riv/nazevZdroje	Proceedings of the 13th IFIP TC8 International Conference
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Vysoce škálovatelné paralelní a distribuované metody zpracování vědeckých dat The Centre of Security, Information and Advanced Technologies (CEBIA-Tech) Development of human resources in research and development of latest soft computing methods and their application in practice
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Zelinka, Ivan Šenkeřík, Roman Davendra, Donald Pluháček, Michal Komínková Oplatková, Zuzana
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-11-05 (xsd:date)
issn	0302-9743
number of pages	10 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag. Berlin
https://schema.org/isbn	978-3-662-45236-3
http://localhost/t...ganizacniJednotka	28140

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