Title
A note on defuzzification of type-2 fuzzy intervals
Date Issued
15 November 2020
Access level
metadata only access
Resource Type
review
Author(s)
Universidad de Tarapacá
Publisher(s)
Elsevier B.V.
Abstract
In this paper, we introduce a new form of defuzzification for a type-2 fuzzy interval over a referential interval [a,b]. This new procedure is performed in two steps: First, calculating the (crisp set) α-level average of the type-2 fuzzy interval via Aumann integration, with respect to α∈[0,1], over the class of all α-level sets of the corresponding type-1 fuzzy membership grades with x∈[a,b], and then taking the mid-point of the resultant interval for obtaining the defuzzification value. Furthermore, we prove the continuity of this defuzzification method with respect to a suitable metrics over the class of type-2 fuzzy intervals.
Start page
133
End page
145
Volume
399
Language
English
OCDE Knowledge area
Matemáticas
Subjects
Scopus EID
2-s2.0-85082768371
Source
Fuzzy Sets and Systems
ISSN of the container
01650114
Sponsor(s)
This work was supported by CONICYT -Chile through Projects Fondecyt 1151159 and 1151154 .
Sources of information:
Directorio de Producción Científica
Scopus