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  • In this paper we discuss alternative nonrandom generators for symbolic regression algorithms and compare its variants powered by classical pseudo-random number generator and chaotic systems. Experimental data from previous experiments reported for genetic programming and analytical programming is used. The selected algorithms are differential evolution and SOMA. Particle swarm, simulated annealing and evolutionary strategies are in process of investigation. All of them are mutually used in scheme Master-Slave meta-evolution for final complex structure fitting and its parameter estimation.
  • In this paper we discuss alternative nonrandom generators for symbolic regression algorithms and compare its variants powered by classical pseudo-random number generator and chaotic systems. Experimental data from previous experiments reported for genetic programming and analytical programming is used. The selected algorithms are differential evolution and SOMA. Particle swarm, simulated annealing and evolutionary strategies are in process of investigation. All of them are mutually used in scheme Master-Slave meta-evolution for final complex structure fitting and its parameter estimation. (en)
Title
  • Chaos Powered Grammatical Evolution
  • Chaos Powered Grammatical Evolution (en)
skos:prefLabel
  • Chaos Powered Grammatical Evolution
  • Chaos Powered Grammatical Evolution (en)
skos:notation
  • RIV/70883521:28140/14:43871746!RIV15-MSM-28140___
http://linked.open...avai/riv/aktivita
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  • P(ED2.1.00/03.0089), P(GA13-08195S), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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  • 6870
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/14:43871746
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Gramatical evolution, evolutionary algorithms, chaos (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [29E4ADFEC948]
http://linked.open...v/mistoKonaniAkce
  • Ho Chi Minh City
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 13th IFIP TC8 International Conference
http://linked.open...in/vavai/riv/obor
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http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
  • Šenkeřík, Roman
  • Šaloun, Petr
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
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  • Springer-Verlag. Berlin
https://schema.org/isbn
  • 978-3-662-45236-3
http://localhost/t...ganizacniJednotka
  • 28140
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