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Statements

Subject Item
n2:RIV%2F61988987%3A17610%2F10%3AA1100YHO%21RIV11-MSM-17610___
rdf:type
n17:Vysledek skos:Concept
dcterms:description
Frequent practical problems lead to intuitively monotone fuzzy rule bases. By the monotone fuzzy rule base we mean a rule base consisting of such fuzzy rules expressing the monotone dependence of consequent fuzzy sets on antecedent fuzzy sets. Very often real-world applications require some defuzzification to be employed at the end of the inference process. The problem is that after the defuzzification we obtain a crisp input-output function which is not necessarily monotone anymore. Most of the attention has been paid to the Mamdani-Assilian conjunctive kind of models of fuzzy rule bases built with help of particular t-norms. This paper focuses on the implicative approach for arbitrary residual implication. Frequent practical problems lead to intuitively monotone fuzzy rule bases. By the monotone fuzzy rule base we mean a rule base consisting of such fuzzy rules expressing the monotone dependence of consequent fuzzy sets on antecedent fuzzy sets. Very often real-world applications require some defuzzification to be employed at the end of the inference process. The problem is that after the defuzzification we obtain a crisp input-output function which is not necessarily monotone anymore. Most of the attention has been paid to the Mamdani-Assilian conjunctive kind of models of fuzzy rule bases built with help of particular t-norms. This paper focuses on the implicative approach for arbitrary residual implication.
dcterms:title
Monotonicity of implicative fuzzy models Monotonicity of implicative fuzzy models
skos:prefLabel
Monotonicity of implicative fuzzy models Monotonicity of implicative fuzzy models
skos:notation
RIV/61988987:17610/10:A1100YHO!RIV11-MSM-17610___
n3:aktivita
n8:Z n8:P
n3:aktivity
P(IAA108270902), Z(MSM6198898701)
n3:dodaniDat
n14:2011
n3:domaciTvurceVysledku
n20:6800327
n3:druhVysledku
n21:D
n3:duvernostUdaju
n13:S
n3:entitaPredkladatele
n5:predkladatel
n3:idSjednocenehoVysledku
272574
n3:idVysledku
RIV/61988987:17610/10:A1100YHO
n3:jazykVysledku
n19:eng
n3:klicovaSlova
Fuzzy rules; implicative fuzzy models; defuzzification; monotonicity
n3:klicoveSlovo
n4:defuzzification n4:monotonicity n4:Fuzzy%20rules n4:implicative%20fuzzy%20models
n3:kontrolniKodProRIV
[648B7274B0B5]
n3:mistoKonaniAkce
Barcelona
n3:mistoVydani
Barcelona
n3:nazevZdroje
Proc. of FUZZ-IEEE 2010
n3:obor
n6:BA
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
2
n3:projekt
n11:IAA108270902
n3:rokUplatneniVysledku
n14:2010
n3:tvurceVysledku
Štěpnička, Martin De Baets, Bernard
n3:typAkce
n9:WRD
n3:wos
000287453602070
n3:zahajeniAkce
2010-01-01+01:00
n3:zamer
n7:MSM6198898701
s:numberOfPages
7
n18:hasPublisher
IEEE
n22:isbn
978-1-4244-6920-8
n15:organizacniJednotka
17610