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Ústav pro výzkum a aplikace fuzzy modelování (94410)
Title:
Generalized Implicative Model of a Fuzzy Rule Base and its Properties
Citace
Daňková, M. Generalized Implicative Model of a Fuzzy Rule Base and its Properties.
In:
Proceedings of The Third International Conference on Advanced Cognitive Technologies and Applications.
IARIA, 2011. s. 116-121. ISBN 978-1-61208-155-7.
Subtitle
Publication year:
2011
Obor:
Obecná matematika
Number of pages:
6
Page from:
116
Page to:
121
Form of publication:
ISBN code:
978-1-61208-155-7
ISSN code:
Proceedings title:
Proceedings of The Third International Conference on Advanced Cognitive Technologies and Applications
Proceedings:
Mezinárodní
Publisher name:
IARIA
Place of publishing:
Neuveden
Country of Publication:
Sborník vydaný v zahraničí
Název konference:
Cognitive 2011
Místo konání konference:
Rome
Datum zahájení konference:
Typ akce podle státní
příslušnosti účastníků:
Celosvětová akce
WoS code:
EID:
Key words in English:
Graded fuzzy rules; Normal forms; Approximate reasoning; Fuzzy functions; Fuzzy control;
Annotation in original language:
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 as well as the theory of fuzzy functions.
Annotation in english language:
References
Reference
R01:
RIV/61988987:17610/11:A12011RM
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