Generalized Implicative Model of a Fuzzy Rule Base and its Properties

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F11%3AA12011RM" target="_blank" >RIV/61988987:17610/11:A12011RM - isvavai.cz</a>

Result on the web

—

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

Generalized Implicative Model of a Fuzzy Rule Base and its Properties

Original language description

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.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

BA - General mathematics

OECD FORD branch

—

Project

—

Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2011

Confidentiality

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

Article name in the collection

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

ISBN

978-1-61208-155-7

ISSN

—

e-ISSN

—

Number of pages

6

Pages from-to

116-121

Publisher name

IARIA

Place of publication

—

Event location

Rome

Event date

Sep 25, 2011

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

—