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Description
  • Fuzzy if-then báze pravidel může být chápána jako částečné zobrazení mezi prostory fuzzy množin. Pro konstrukci fuzzy inferenčního mechanismu musí být toto částečné zobrazení rozšířeno. Navrhujeme novou metodu vzužívající vzhlazovací spliny. (cs)
  • A fuzzy if-then rule base may be viewed as a partial function between universes of fuzzy sets. For the construction of a fuzzy inference module, this partial function needs to be extended to a total one. Here, we propose a new method how to do so, making use of the method of smoothing splines. To this end, we identify the fuzzy sets with elements of a finite-dimensional real parameter space in an approximate way, using Perfilieva's fuzzy transforms. We then determine a function between two such parameter spaces by requiring that it reproduces the rule base as precise as possible and that it minimizes a parameter depending on its smoothness.
  • A fuzzy if-then rule base may be viewed as a partial function between universes of fuzzy sets. For the construction of a fuzzy inference module, this partial function needs to be extended to a total one. Here, we propose a new method how to do so, making use of the method of smoothing splines. To this end, we identify the fuzzy sets with elements of a finite-dimensional real parameter space in an approximate way, using Perfilieva's fuzzy transforms. We then determine a function between two such parameter spaces by requiring that it reproduces the rule base as precise as possible and that it minimizes a parameter depending on its smoothness. (en)
Title
  • Completing Fuzzy If-then Rule Bases by Means of Smoothing Splines
  • Zúplňování fuzzy If-then báze pravidel pomocí vyhlazení spliny (cs)
  • Completing Fuzzy If-then Rule Bases by Means of Smoothing Splines (en)
skos:prefLabel
  • Completing Fuzzy If-then Rule Bases by Means of Smoothing Splines
  • Zúplňování fuzzy If-then báze pravidel pomocí vyhlazení spliny (cs)
  • Completing Fuzzy If-then Rule Bases by Means of Smoothing Splines (en)
skos:notation
  • RIV/61988987:17610/06:00000006!RIV06-AV0-17610___
http://linked.open.../vavai/riv/strany
  • 235
http://linked.open...avai/riv/aktivita
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  • P(IAA1187301)
http://linked.open...iv/cisloPeriodika
  • 4
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 469381
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17610/06:00000006
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • fuzzy if-then rule bases; smoothing splines; fuzzy transforms (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • SG - Singapurská republika
http://linked.open...ontrolniKodProRIV
  • [3040B1BB3A77]
http://linked.open...i/riv/nazevZdroje
  • International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
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http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Štěpnička, Martin
  • Vetterlein, Thomas
issn
  • 0218-4885
number of pages
http://localhost/t...ganizacniJednotka
  • 17610
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