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Radial Fuzzy Systems

SYSNO ASEP	0473665
Document Type	J - Journal Article
R&D Document Type	Journal Article
Subsidiary J	Článek ve WOS
Title	Radial Fuzzy Systems
Author(s)	Coufal, David (UIVT-O)_{RID, SAI, ORCID}
Source Title	Fuzzy Sets and Systems. - : Elsevier - ISSN 0165-0114 Roč. 319, 15 July (2017), s. 1-27
Number of pages	27 s.
Language	eng - English
Country	NL - Netherlands
Keywords	fuzzy systems ; radial functions ; coherence
Subject RIV	BA - General Mathematics
OECD category	Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
R&D Projects	LD13002 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
Institutional support	UIVT-O - RVO:67985807
UT WOS	000401396500001
EID SCOPUS	84997606247
DOI	10.1016/j.fss.2016.06.012
Annotation	The class of radial fuzzy systems is introduced. The fuzzy systems in this class use radial functions to implement membership functions of fuzzy sets and exhibit a shape preservation property in antecedents of their rules. The property is called the radial property. It enables the radial fuzzy systems to have their computational model mathematically tractable under both conjunctive and implicative representations of their rule bases. Coherence of radial implicative fuzzy systems is discussed and a sufficient condition for coherence is stated.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2018

Number of the records: 1