Generalized Implicative Model of a Fuzzy Rule Base and its Properties

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Generalized Implicative Model of a Fuzzy Rule Base and its Properties

Popis výsledku v původním jazyce

In this contribution, an implicative variant of the conjunctive normal form will be recalled and further studied. This normal form is an alternative to the Perfilieva?s conjunctive normal form. It will be shown that it is a suitable model for a particular case of graded fuzzy rules introduced as a generalization of classical fuzzy rules. Moreover, approximation properties of the implicative variant of the conjunctive normal form provide a view on a class of fuzzy relations that can be ?efficiently? approximated using this normal form. Newly,a suitable inference rule the graded rules formalized using the implicative variant of the conjunctive normal form will be introduced and analyzed. Results in this field extend the theory of approximate reasoning aswell as the theory of fuzzy functions.

Název v anglickém jazyce

Generalized Implicative Model of a Fuzzy Rule Base and its Properties

Popis výsledku anglicky

In this contribution, an implicative variant of the conjunctive normal form will be recalled and further studied. This normal form is an alternative to the Perfilieva?s conjunctive normal form. It will be shown that it is a suitable model for a particular case of graded fuzzy rules introduced as a generalization of classical fuzzy rules. Moreover, approximation properties of the implicative variant of the conjunctive normal form provide a view on a class of fuzzy relations that can be ?efficiently? approximated using this normal form. Newly,a suitable inference rule the graded rules formalized using the implicative variant of the conjunctive normal form will be introduced and analyzed. Results in this field extend the theory of approximate reasoning aswell as the theory of fuzzy functions.

Druh

D - Stať ve sborníku

CEP obor

BA - Obecná matematika

OECD FORD obor

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Projekt

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Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2011

Kód důvěrnosti údajů

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

Název statě ve sborníku

Proceedings of The Third International Conference on Advanced Cognitive Technologies and Applications

ISBN

978-1-61208-155-7

ISSN

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e-ISSN

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Počet stran výsledku

6

Strana od-do

116-121

Název nakladatele

IARIA

Místo vydání

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Místo konání akce

Rome

Datum konání akce

25. 9. 2011

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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