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  • The contribution concerns with the problems related to approximate identification of stochastic systems modelled by Markov chains. Although Markov chains are easily identifiable and adaptable their use is restricted because of extremely large dimension of the sufficient statistic. The paper refers about possible way, which hepls to overcome this drawback. The proposed algorithm for dimensionality reduction in Markov chains is based on kernel smoothing technique. The applicability of the suggested methodology is presented in the Matlab programming environment.
  • The contribution concerns with the problems related to approximate identification of stochastic systems modelled by Markov chains. Although Markov chains are easily identifiable and adaptable their use is restricted because of extremely large dimension of the sufficient statistic. The paper refers about possible way, which hepls to overcome this drawback. The proposed algorithm for dimensionality reduction in Markov chains is based on kernel smoothing technique. The applicability of the suggested methodology is presented in the Matlab programming environment. (en)
Title
  • Realisation of Markov Chain's Parameter Reduction Algorithm in Matlab Environment
  • Realisation of Markov Chain's Parameter Reduction Algorithm in Matlab Environment (en)
skos:prefLabel
  • Realisation of Markov Chain's Parameter Reduction Algorithm in Matlab Environment
  • Realisation of Markov Chain's Parameter Reduction Algorithm in Matlab Environment (en)
skos:notation
  • RIV/68407700:21220/02:02077000!RIV/2003/MSM/212203/N
http://linked.open.../vavai/riv/strany
  • 142;151
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 212200008)
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
  • 661569
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21220/02:02077000
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Markov; chains; kernel; probability; reduction (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [AABA8156D2BF]
http://linked.open...v/mistoKonaniAkce
  • Praha
http://linked.open...i/riv/mistoVydani
  • Praha
http://linked.open...i/riv/nazevZdroje
  • MATLAB 2002
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...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Hofreiter, Milan
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
  • Humusoft
https://schema.org/isbn
  • 80-7080-500-5
http://localhost/t...ganizacniJednotka
  • 21220
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