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Description
  • In this study the Particle Swarm Optimization (PSO) algorithm with two simultaneously used chaotic pseudo-random number generators (CPRNG) is investigated. The swarm is divided into two same-size sub-swarms of particles. Each sub-swarm is driven by different CPRNG. Six different chaotic systems are tested in various combinations. The results of proposed algorithm on IEEE CEC´13 Real-Parameter Single Objective Optimization benchmark set are presented and compared with the best performing PSO based algorithm in the competition.
  • In this study the Particle Swarm Optimization (PSO) algorithm with two simultaneously used chaotic pseudo-random number generators (CPRNG) is investigated. The swarm is divided into two same-size sub-swarms of particles. Each sub-swarm is driven by different CPRNG. Six different chaotic systems are tested in various combinations. The results of proposed algorithm on IEEE CEC´13 Real-Parameter Single Objective Optimization benchmark set are presented and compared with the best performing PSO based algorithm in the competition. (en)
Title
  • MULTI-SWARM APROACH FOR CHAOTIC PSO ALGORITHM – AN INITIAL STUDY
  • MULTI-SWARM APROACH FOR CHAOTIC PSO ALGORITHM – AN INITIAL STUDY (en)
skos:prefLabel
  • MULTI-SWARM APROACH FOR CHAOTIC PSO ALGORITHM – AN INITIAL STUDY
  • MULTI-SWARM APROACH FOR CHAOTIC PSO ALGORITHM – AN INITIAL STUDY (en)
skos:notation
  • RIV/70883521:28140/14:43871475!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
  • 31130
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/14:43871475
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Optimization; Chaos; Multi-swarm; PSO; Particle swarm (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [2D4CCE9C2187]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • MENDEL 2014 20 th International conference on soft Computing
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
  • 1803-3814
number of pages
http://purl.org/ne...btex#hasPublisher
  • Vysoké učení technické v Brně. Fakulta strojního inženýrství
https://schema.org/isbn
  • 978-80-214-4984-8
http://localhost/t...ganizacniJednotka
  • 28140
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