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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 of optimum neural nnetwork parameters 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 of optimum neural nnetwork parameters 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
  • The Non-Linear Dynamic System Modelling by Neural Network and Genetic Algorithm
  • The Non-Linear Dynamic System Modelling by Neural Network and Genetic Algorithm (en)
skos:prefLabel
  • The Non-Linear Dynamic System Modelling by Neural Network and Genetic Algorithm
  • The Non-Linear Dynamic System Modelling by Neural Network and Genetic Algorithm (en)
skos:notation
  • RIV/00216305:26220/01:PU22501!RIV/2002/GA0/262202/N
http://linked.open.../vavai/riv/strany
  • 181-188
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/01/1485), Z(MSM 260000013)
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
  • 688953
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/01:PU22501
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • neural networks, non-linear systems, genetic algorithm, optimization, system identification (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [5C0E6F3A1F74]
http://linked.open...v/mistoKonaniAkce
  • Hradec nad Moravicí
http://linked.open...i/riv/mistoVydani
  • Ostrava
http://linked.open...i/riv/nazevZdroje
  • MOSIS'01 - Modelling and Simulation of Systems
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...ocetUcastnikuAkce
http://linked.open...nichUcastnikuAkce
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Jirsík, Václav
  • Kozlovský, Tomáš
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • MARQ, nám. Msgre Šrámka 6, Ostrava
https://schema.org/isbn
  • 80-85988-57-7
http://localhost/t...ganizacniJednotka
  • 26220
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