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Statements

Subject Item
n2:RIV%2F61988987%3A17610%2F06%3A00000006%21RIV06-AV0-17610___
rdf:type
skos:Concept n16:Vysledek
dcterms: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. 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.
dcterms:title
Zúplňování fuzzy If-then báze pravidel pomocí vyhlazení spliny Completing Fuzzy If-then Rule Bases by Means of Smoothing Splines Completing Fuzzy If-then Rule Bases by Means of Smoothing Splines
skos:prefLabel
Completing Fuzzy If-then Rule Bases by Means of Smoothing Splines Completing Fuzzy If-then Rule Bases by Means of Smoothing Splines Zúplňování fuzzy If-then báze pravidel pomocí vyhlazení spliny
skos:notation
RIV/61988987:17610/06:00000006!RIV06-AV0-17610___
n3:strany
235
n3:aktivita
n12:P
n3:aktivity
P(IAA1187301)
n3:cisloPeriodika
4
n3:dodaniDat
n10:2006
n3:domaciTvurceVysledku
n11:6800327
n3:druhVysledku
n13:J
n3:duvernostUdaju
n14:S
n3:entitaPredkladatele
n18:predkladatel
n3:idSjednocenehoVysledku
469381
n3:idVysledku
RIV/61988987:17610/06:00000006
n3:jazykVysledku
n4:eng
n3:klicovaSlova
fuzzy if-then rule bases; smoothing splines; fuzzy transforms
n3:klicoveSlovo
n8:smoothing%20splines n8:fuzzy%20transforms n8:fuzzy%20if-then%20rule%20bases
n3:kodStatuVydavatele
SG - Singapurská republika
n3:kontrolniKodProRIV
[3040B1BB3A77]
n3:nazevZdroje
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
n3:obor
n15:BA
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
2
n3:projekt
n9:IAA1187301
n3:rokUplatneniVysledku
n10:2006
n3:tvurceVysledku
Vetterlein, Thomas Štěpnička, Martin
s:issn
0218-4885
s:numberOfPages
10
n17:organizacniJednotka
17610