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On Smooth Compactly Supported Radial Fuzzy System

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    0484305 - ÚI 2018 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
    Coufal, David
    On Smooth Compactly Supported Radial Fuzzy System.
    INES 2017 IEEE 21st International Conference on Intelligent Engineering Systems. Danvers: IEEE, 2017, s. 39-44. ISBN 978-1-4799-7678-2.
    [INES 2017. International Conference on Intelligent Engineering Systems /21./. Larnaca (CY), 20.10.2017-23.10.2017]
    Grant CEP: GA ČR GA15-18108S
    Institucionální podpora: RVO:67985807
    Klíčová slova: fuzzy systems * radial functions * smoothness
    Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8118577&isnumber=8118527

    A 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.
    Trvalý link: http://hdl.handle.net/11104/0279438

     
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