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  • The paper deals with the setting of optimum neural network parameters using the genetic algorithm. The neural network is a non-linear dynamic system model. In the first part of the paper the structures of the mathematical and neural model and the modelled non-linear system are discussed. Also described is the genetic algorithm used with searching the optimum parameters of the neural network. The graphs in the second part of the paper show optimization curves, and the resultant values are given in a table. The mathematical and neural model and the genetic algorithm were programmed in Matlab as well as the simulations and calculated values
  • The paper deals with the setting of optimum neural network parameters using the genetic algorithm. The neural network is a non-linear dynamic system model. In the first part of the paper the structures of the mathematical and neural model and the modelled non-linear system are discussed. Also described is the genetic algorithm used with searching the optimum parameters of the neural network. The graphs in the second part of the paper show optimization curves, and the resultant values are given in a table. The mathematical and neural model and the genetic algorithm were programmed in Matlab as well as the simulations and calculated values (en)
Title
  • An Application of the Genetic Algorithm to Optimization of Neural Network
  • An Application of the Genetic Algorithm to Optimization of Neural Network (en)
skos:prefLabel
  • An Application of the Genetic Algorithm to Optimization of Neural Network
  • An Application of the Genetic Algorithm to Optimization of Neural Network (en)
skos:notation
  • RIV/00216305:26220/00:43700022!RIV/2001/MSM/262201/N
http://linked.open.../vavai/riv/strany
  • 315
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 260000013)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
  • Jirsík, Václav
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 704312
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/00:43700022
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • neural networks, non-linear system, genetic algorithm, optimization, system identification (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [DFD13C3DA728]
http://linked.open...i/riv/mistoVydani
  • Brno, ČR
http://linked.open...i/riv/nazevZdroje
  • Proceedings 6th International Conference on Soft Computing Mendel 2000
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Jirsík, Václav
  • Kozlovský, Tomáš
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Vysoké učení technické v Brně
https://schema.org/isbn
  • 80-214-1609-2
http://localhost/t...ganizacniJednotka
  • 26220
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