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Description
  • This contribution deals with the design of ANFIS (Adaptive Neuro-Fuzzy Inference System) structure for identification of non-linear dynamic systems. The described approach connects useful properties of fuzzy system (intuitive description of system behaviour) with the learning ability of neural networks. It also substantially eliminates the problem of the optimum neural network topology design. Identification of harmonically excited system with non-linear dumping and stiffness is included as the example.
  • This contribution deals with the design of ANFIS (Adaptive Neuro-Fuzzy Inference System) structure for identification of non-linear dynamic systems. The described approach connects useful properties of fuzzy system (intuitive description of system behaviour) with the learning ability of neural networks. It also substantially eliminates the problem of the optimum neural network topology design. Identification of harmonically excited system with non-linear dumping and stiffness is included as the example. (en)
Title
  • Identification of non-linear dynamic systems using neuro-fuzzy networks
  • Identification of non-linear dynamic systems using neuro-fuzzy networks (en)
skos:prefLabel
  • Identification of non-linear dynamic systems using neuro-fuzzy networks
  • Identification of non-linear dynamic systems using neuro-fuzzy networks (en)
skos:notation
  • RIV/00216305:26210/99:00000156!RIV/2000/MSM/262100
http://linked.open.../vavai/riv/strany
  • 111
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA101/98/0972), P(VS96122), Z(MSM 261100009)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
  • Březina, Tomáš
  • Krejsa, Jiří
  • Doležal, Rudolf
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 742299
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26210/99:00000156
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • fuzzy inference; neural networks; system identification (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [A4DC4535E7F5]
http://linked.open...i/riv/mistoVydani
  • Brno, ČR
http://linked.open...i/riv/nazevZdroje
  • Mechatronics and robotics ´99
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Březina, Tomáš
  • Krejsa, Jiří
  • Doležal, Rudolf
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Institute of Mechatronics
http://localhost/t...ganizacniJednotka
  • 26210
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