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Radial Fuzzy Systems
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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. 1-27Number 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