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On Smooth Compactly Supported Radial Fuzzy System

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    0484305 - ÚI 2018 RIV US eng C - Conference Paper (international conference)
    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]
    R&D Projects: GA ČR GA15-18108S
    Institutional support: RVO:67985807
    Keywords : fuzzy systems * radial functions * smoothness
    OECD category: 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.
    Permanent Link: http://hdl.handle.net/11104/0279438

     
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