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Constructive approximation of level continuous fuzzy functions1.

Authors :
Font, Juan J.
Sanchis, Delia
Sanchis, Manuel
Source :
Journal of Intelligent & Fuzzy Systems. 2019, Vol. 36 Issue 6, p5899-5907. 9p.
Publication Year :
2019

Abstract

We consider the space of continuous functions defined between a locally compact Hausdorff space and the space of fuzzy numbers endowed with the level convergence topology. We obtain a Stone-Weierstrass type theorem for such space of functions equipped with the compact open topology. As a corollary of the above results, we prove that such functions can be approximated by certain fuzzy-number-valued neural networks and sums of fuzzy-number-valued ridge functions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10641246
Volume :
36
Issue :
6
Database :
Academic Search Index
Journal :
Journal of Intelligent & Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
137036887
Full Text :
https://doi.org/10.3233/JIFS-181722