About: Multiple Choice Strategy for PSO Algorithm – Performance Analysis on Shifted Test Functions

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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	A new promising strategy for the PSO (Particle swarm optimization) algorithm is proposed and described in this paper. This new strategy presents alternative way of assigning new velocity to each individual in particle swarm (population). This new multiple choice particle swarm optimization (MC-PSO) algorithm is tested on two different shifted test functions to show the performance on problems that are not constant in time. The promising results of this alternative strategy are compared with the not modified PSO version. A new promising strategy for the PSO (Particle swarm optimization) algorithm is proposed and described in this paper. This new strategy presents alternative way of assigning new velocity to each individual in particle swarm (population). This new multiple choice particle swarm optimization (MC-PSO) algorithm is tested on two different shifted test functions to show the performance on problems that are not constant in time. The promising results of this alternative strategy are compared with the not modified PSO version. (en)
Title	Multiple Choice Strategy for PSO Algorithm – Performance Analysis on Shifted Test Functions Multiple Choice Strategy for PSO Algorithm – Performance Analysis on Shifted Test Functions (en)
skos:prefLabel	Multiple Choice Strategy for PSO Algorithm – Performance Analysis on Shifted Test Functions Multiple Choice Strategy for PSO Algorithm – Performance Analysis on Shifted Test Functions (en)
skos:notation	RIV/61989100:27240/13:86087201!RIV14-TA0-27240___
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	90136
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/13:86087201
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	PSO, Optimization, Evolutionary Algorithms, Swarm intelligence, Shifted test functions (en)
http://linked.open.../riv/klicoveSlovo	Shifted test functions Swarm intelligence Evolutionary Algorithms Optimization PSO
http://linked.open...ontrolniKodProRIV	[3A4A600AD745]
http://linked.open...v/mistoKonaniAkce	Alesund
http://linked.open...i/riv/mistoVydani	[Norsko]
http://linked.open...i/riv/nazevZdroje	27th European Conference on Modelling and Simulation ECMS 2013 : proceedings : May 27th - May 30th, 2013, Alesund, Norway
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	2013-05-27 (xsd:date)
number of pages	5 (xsd:int)
http://bibframe.org/vocab/doi	10.7148/2013-0393
http://purl.org/ne...btex#hasPublisher	European Council for Modelling and Simulation
https://schema.org/isbn	978-0-9564944-6-7
http://localhost/t...ganizacniJednotka	27240

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