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On Smooth Compactly Supported Radial Fuzzy System

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

Number of the records: 1