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  • 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. (en)
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 (en)
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 (en)
skos:notation
  • RIV/70883521:28140/14:43870360!RIV15-MSM-28140___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED2.1.00/03.0089), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 31080
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/14:43870360
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Swarm; Optimization; Chaos; PSO (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [1943D439F710]
http://linked.open...v/mistoKonaniAkce
  • Salamanca
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...i/riv/nazevZdroje
  • International Joint Conference SOCO´13 - CISIS´13 - ICEUTE´13
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
  • Šenkeřík, Roman
  • Pluháček, Michal
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 2194-5357
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-319-01854-6_3
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag. Berlin
https://schema.org/isbn
  • 978-3-319-01853-9
http://localhost/t...ganizacniJednotka
  • 28140
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