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On Smooth Compactly Supported Radial Fuzzy System

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    SYSNO ASEP0484305
    Document TypeC - Proceedings Paper (int. conf.)
    R&D Document TypeConference Paper
    TitleOn Smooth Compactly Supported Radial Fuzzy System
    Author(s) Coufal, David (UIVT-O) RID, SAI, ORCID
    Source TitleINES 2017 IEEE 21st International Conference on Intelligent Engineering Systems. - Danvers : IEEE, 2017 - ISBN 978-1-4799-7678-2
    Pagess. 39-44
    Number of pages6 s.
    Publication formOnline - E
    ActionINES 2017. International Conference on Intelligent Engineering Systems /21./
    Event date20.10.2017 - 23.10.2017
    VEvent locationLarnaca
    CountryCY - Cyprus
    Event typeWRD
    Languageeng - English
    CountryUS - United States
    Keywordsfuzzy systems ; radial functions ; smoothness
    Subject RIVIN - Informatics, Computer Science
    OECD categoryComputer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    R&D ProjectsGA15-18108S GA ČR - Czech Science Foundation (CSF)
    Institutional supportUIVT-O - RVO:67985807
    UT WOS000418333800006
    AnnotationA fuzzy system with desirable properties is proposed and investigated. Membership functions used in the system are smooth functions with compact support. A suitable t-norm is designed so that the shape of employed fuzzy sets is preserved after their combination. This is called the radial property. Smoothness and the radial property makes the computational model of the proposed fuzzy system mathematically convenient, especially when data-driven learning capabilities are taken into account.
    WorkplaceInstitute of Computer Science
    ContactTereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
    Year of Publishing2018
Number of the records: 1