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Description
  • Presented paper deals with description of multilayered evolutionary system optimized to symbolic regression of difficult systems like e.g. deterministic chaos ones. This paper starts with brief introduction of previous works and ideas. Then the structure of Genetic Programmiing Algorithm - Evolutionary Strategu hybrid system is described and analyzed including such problems as suitability to parallel implementation, optimal set of building blocks, or initial population generating rules. GPA-ES combines GPA to model development with ES used for model parameter identification. Such hybrid system eliminates many weakness of standard GPA. The paper ends with examples of GPA-ES application.
  • Presented paper deals with description of multilayered evolutionary system optimized to symbolic regression of difficult systems like e.g. deterministic chaos ones. This paper starts with brief introduction of previous works and ideas. Then the structure of Genetic Programmiing Algorithm - Evolutionary Strategu hybrid system is described and analyzed including such problems as suitability to parallel implementation, optimal set of building blocks, or initial population generating rules. GPA-ES combines GPA to model development with ES used for model parameter identification. Such hybrid system eliminates many weakness of standard GPA. The paper ends with examples of GPA-ES application. (en)
Title
  • Multi-layered evolutionary system suitable to symbolic model regression
  • Multi-layered evolutionary system suitable to symbolic model regression (en)
skos:prefLabel
  • Multi-layered evolutionary system suitable to symbolic model regression
  • Multi-layered evolutionary system suitable to symbolic model regression (en)
skos:notation
  • RIV/68407700:21260/11:00185769!RIV12-MSM-21260___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
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  • Z(MSM6840770043)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 214254
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21260/11:00185769
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Genetic Algorithm; Genetic Programming Alggorithm; Evolutionary Strategy; Symbolic Regression; Model Development (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [735128EC1EF2]
http://linked.open...v/mistoKonaniAkce
  • Praha
http://linked.open...i/riv/mistoVydani
  • Athens
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the NAUN/IEEE.AM International Conferences
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Brandejský, Tomáš
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • WSEAS Press
https://schema.org/isbn
  • 978-1-61804-038-1
http://localhost/t...ganizacniJednotka
  • 21260
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