Title
On the relationship between the centroid and the footprint of uncertainty of interval type-2 fuzzy numbers
Date Issued
01 July 2020
Access level
metadata only access
Resource Type
conference paper
Author(s)
Universidad de Tarapacá
Publisher(s)
Institute of Electrical and Electronics Engineers Inc.
Abstract
This paper presents experimental results about the relationship between the Footprint Of Uncertainty (FOU) and the centroid of Interval Type-2 Fuzzy Numbers (IT2FN) which are a subclass of Type-2 fuzzy numbers. Four types of IT2FNs are analyzed: singleton-core triangular, interval-core triangular, singleton-core Gaussian and interval-core Gaussian IT2FNs. A quadratic relationship was detected, characterized, and their results are presented and discussed using numerical experiments.
Volume
2020-July
Language
English
OCDE Knowledge area
Matemáticas
Subjects
Scopus EID
2-s2.0-85090498374
ISSN of the container
10987584
ISBN of the container
9781728169323
Conference
IEEE International Conference on Fuzzy Systems: 2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020
Sponsor(s)
ACKNOWLEDGMENTS Roman Neruda was supported by the Czech Science Foundation project number 18-23827S. Juan Carlos Figueroa-García would like to thank to Prof. Miguel Melgarejo, Prof. José Jairo Soriano Mendez and LAMIC research group of Universidad Distrital for their invaluable support.
Sources of information:
Directorio de Producción Científica
Scopus