About: On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this paper, it is proposed the utilization of discrete Dissipative stand- ard map based chaos pseudorandom number generator to enhance the performance of PSO algorithm with linear decreasing inertia weight in the task of high dimen- sional optimization. The performance is tested on a set of four typical test func- tions and the results are briefly analyzed and compared against the standard PSO version with inertia weight. In this paper, it is proposed the utilization of discrete Dissipative stand- ard map based chaos pseudorandom number generator to enhance the performance of PSO algorithm with linear decreasing inertia weight in the task of high dimen- sional optimization. The performance is tested on a set of four typical test func- tions and the results are briefly analyzed and compared against the standard PSO version with inertia weight. (en)
Title	On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems (en)
skos:prefLabel	On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems (en)
skos:notation	RIV/61989100:27240/13:86087203!RIV14-TA0-27240___
http://linked.open...avai/predkladatel	Fakulta elektrotechniky a informatiky
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), P(TE01020197), S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Davendra, Donald David
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	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	93927
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/13:86087203
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Particle Swarm Optimisation, Chaos Maps, Optimisation (en)
http://linked.open.../riv/klicoveSlovo	Optimisation Chaos Maps Particle Swarm Optimisation
http://linked.open...ontrolniKodProRIV	[EE10D0ADD4C3]
http://linked.open...v/mistoKonaniAkce	Ostrava
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...i/riv/nazevZdroje	Advances in Intelligent Systems and Computing. Volume 210
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre for Applied Cybernetics 3 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	2013
http://linked.open...iv/tvurceVysledku	Davendra, Donald David Zelinka, Ivan Senkerik, Roman Pluhacek, Michal
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2013-06-03 (xsd:date)
issn	2194-5357
number of pages	11 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-319-00542-3_10
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-319-00541-6
http://localhost/t...ganizacniJednotka	27240

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