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Statements

Subject Item
n2:RIV%2F70883521%3A28140%2F14%3A43870360%21RIV15-MSM-28140___
rdf:type
n6:Vysledek skos:Concept
dcterms:description
In this paper, it is proposed the utilization of chaotic pseudo random number generators based on six selected discrete chaotic maps to enhance the performance of newly proposed multiple choice strategy based PSO algorithm. This research represents a continuation of previous successful experiments with the fusion of the PSO algorithm and chaotic systems. The performance of proposed algorithm is tested on a set of four test functions. Obtained promising results are presented, discussed and compared against the basic PSO strategy with inertia weight. In this paper, it is proposed the utilization of chaotic pseudo random number generators based on six selected discrete chaotic maps to enhance the performance of newly proposed multiple choice strategy based PSO algorithm. This research represents a continuation of previous successful experiments with the fusion of the PSO algorithm and chaotic systems. The performance of proposed algorithm is tested on a set of four test functions. Obtained promising results are presented, discussed and compared against the basic PSO strategy with inertia weight.
dcterms:title
Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making – A Preliminary Study Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making – A Preliminary Study
skos:prefLabel
Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making – A Preliminary Study Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making – A Preliminary Study
skos:notation
RIV/70883521:28140/14:43870360!RIV15-MSM-28140___
n3:aktivita
n19:S n19:P
n3:aktivity
P(ED2.1.00/03.0089), S
n3:dodaniDat
n11:2015
n3:domaciTvurceVysledku
n7:3433390 n7:9388486 n7:3484432
n3:druhVysledku
n9:D
n3:duvernostUdaju
n16:S
n3:entitaPredkladatele
n20:predkladatel
n3:idSjednocenehoVysledku
31080
n3:idVysledku
RIV/70883521:28140/14:43870360
n3:jazykVysledku
n22:eng
n3:klicovaSlova
Swarm; Optimization; Chaos; PSO
n3:klicoveSlovo
n10:Chaos n10:Swarm n10:Optimization n10:PSO
n3:kontrolniKodProRIV
[1943D439F710]
n3:mistoKonaniAkce
Salamanca
n3:mistoVydani
Heidelberg
n3:nazevZdroje
International Joint Conference SOCO´13 - CISIS´13 - ICEUTE´13
n3:obor
n18:IN
n3:pocetDomacichTvurcuVysledku
3
n3:pocetTvurcuVysledku
3
n3:projekt
n5:ED2.1.00%2F03.0089
n3:rokUplatneniVysledku
n11:2014
n3:tvurceVysledku
Zelinka, Ivan Šenkeřík, Roman Pluháček, Michal
n3:typAkce
n13:WRD
n3:zahajeniAkce
2013-09-11+02:00
s:issn
2194-5357
s:numberOfPages
10
n14:doi
10.1007/978-3-319-01854-6_3
n21:hasPublisher
Springer-Verlag. Berlin
n15:isbn
978-3-319-01853-9
n17:organizacniJednotka
28140