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  • In this paper we discuss alternative tool for symbolic regression so called Analytical programming and compare its variants powered by classical random as well as chaotic random-like number generator. Experimental data are used from the previous experiments reported for genetic programming. Selected algorithms are differential evolution, SOMA, particle swarm, simulated annealing and evolutionary strategies. All of them are mutually used in scheme Master- Slave meta-evolution for final complex structure fitting and its parameter estimation.l
  • In this paper we discuss alternative tool for symbolic regression so called Analytical programming and compare its variants powered by classical random as well as chaotic random-like number generator. Experimental data are used from the previous experiments reported for genetic programming. Selected algorithms are differential evolution, SOMA, particle swarm, simulated annealing and evolutionary strategies. All of them are mutually used in scheme Master- Slave meta-evolution for final complex structure fitting and its parameter estimation.l (en)
Title
  • Analytic Programming Powered by Chaotic Dynamics
  • Analytic Programming Powered by Chaotic Dynamics (en)
skos:prefLabel
  • Analytic Programming Powered by Chaotic Dynamics
  • Analytic Programming Powered by Chaotic Dynamics (en)
skos:notation
  • RIV/70883521:28140/14:43871753!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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  • 2876
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  • RIV/70883521:28140/14:43871753
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  • Gramatical evolution, deterministic chaos, symbolic regression (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [DC89CC489F61]
http://linked.open...v/mistoKonaniAkce
  • Ostrava
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  • Heidelberg
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  • Advances in Intelligent Systems and Computing. 289
http://linked.open...in/vavai/riv/obor
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  • Zelinka, Ivan
  • Šenkeřík, Roman
  • Skanderova, Lenka
  • Šaloun, Petr
  • Duy Vo, Hoang
  • Tran Trong, Dao
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 2194-5357
number of pages
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  • Springer-Verlag. Berlin
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  • 978-3-319-07400-9
http://localhost/t...ganizacniJednotka
  • 28140
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