Monotonicity of implicative fuzzy models

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F10%3AA1100YHO" target="_blank" >RIV/61988987:17610/10:A1100YHO - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Monotonicity of implicative fuzzy models

Original language 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 oftenreal-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.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

BA - General mathematics

OECD FORD branch

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Project

<a href="/en/project/IAA108270902" target="_blank" >IAA108270902: Theory of Semilinear Lattice-ordered Spaces</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2010

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proc. of FUZZ-IEEE 2010

ISBN

978-1-4244-6920-8

ISSN

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e-ISSN

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Number of pages

7

Pages from-to

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Publisher name

IEEE

Place of publication

Barcelona

Event location

Barcelona

Event date

Jan 1, 2010

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000287453602070