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On Smooth Compactly Supported Radial Fuzzy System
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SYSNO ASEP 0484305 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title On Smooth Compactly Supported Radial Fuzzy System Author(s) Coufal, David (UIVT-O) RID, SAI, ORCID Source Title INES 2017 IEEE 21st International Conference on Intelligent Engineering Systems. - Danvers : IEEE, 2017 - ISBN 978-1-4799-7678-2 Pages s. 39-44 Number of pages 6 s. Publication form Online - E Action INES 2017. International Conference on Intelligent Engineering Systems /21./ Event date 20.10.2017 - 23.10.2017 VEvent location Larnaca Country CY - Cyprus Event type WRD Language eng - English Country US - United States Keywords fuzzy systems ; radial functions ; smoothness Subject RIV IN - Informatics, Computer Science OECD category Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8) R&D Projects GA15-18108S GA ČR - Czech Science Foundation (CSF) Institutional support UIVT-O - RVO:67985807 UT WOS 000418333800006 Annotation 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. Workplace Institute of Computer Science Contact Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Year of Publishing 2018
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