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Description
  • In the contribution, there is discussed the usage of the method based on the grammatical and differential evolution for the automatic discovery of regression models for discrete datasets. The combination of these two methods enables the process to find the precise structure of the mathematical model and values for the model constants separately. The used method is described and tested on the selected regression examples. The results are reported and the obtained mathematical models are presented. The advantages of the selected approach are described and compared to the classical methods.
  • In the contribution, there is discussed the usage of the method based on the grammatical and differential evolution for the automatic discovery of regression models for discrete datasets. The combination of these two methods enables the process to find the precise structure of the mathematical model and values for the model constants separately. The used method is described and tested on the selected regression examples. The results are reported and the obtained mathematical models are presented. The advantages of the selected approach are described and compared to the classical methods. (en)
Title
  • Automatic discovery of the regression model by the means of grammatical and differential evolution
  • Automatic discovery of the regression model by the means of grammatical and differential evolution (en)
skos:prefLabel
  • Automatic discovery of the regression model by the means of grammatical and differential evolution
  • Automatic discovery of the regression model by the means of grammatical and differential evolution (en)
skos:notation
  • RIV/62156489:43110/14:00225536!RIV15-MSM-43110___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...iv/cisloPeriodika
  • 12
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
  • 4589
http://linked.open...ai/riv/idVysledku
  • RIV/62156489:43110/14:00225536
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • context-free grammar; genetic algorithm; grammatical evolution; evolutionary methods; differential evolution (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [CACF33C02F54]
http://linked.open...i/riv/nazevZdroje
  • Agricultural Economics-Zemedelska ekonomika
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 60
http://linked.open...iv/tvurceVysledku
  • Šťastný, Jiří
  • Lýsek, Jiří
http://linked.open...ain/vavai/riv/wos
  • 347476700002
issn
  • 0139-570X
number of pages
http://localhost/t...ganizacniJednotka
  • 43110
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