Title :
Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Toward a Wider View on Their Relationship
Author :
Bustince Sola, Humberto ; Fernandez, Javier ; Hagras, Hani ; Herrera, Francisco ; Pagola, Miguel ; Barrenechea, Edurne
Author_Institution :
Dept. of Autom. & Comput., Public Univ. of Navarra, Pamplona, Spain
Abstract :
In this paper, we will present a wider view on the relationship between interval-valued fuzzy sets and interval type-2 fuzzy sets, where we will show that interval-valued fuzzy sets are a particular case of the interval type-2 fuzzy sets. For this reason, both concepts should be treated in a different way. In addition, the view presented in this paper will allow a more general perspective of interval type-2 fuzzy sets, which will allow representing concepts that could not be presented by interval-valued fuzzy sets.
Keywords :
fuzzy set theory; interval type-2 fuzzy set; interval-valued fuzzy set; membership grade construction; Computer aided software engineering; Educational institutions; Electronic mail; Fuzzy logic; Fuzzy sets; Uncertainty; Visualization; Interval type-2 fuzzy sets; Interval-valued fuzzy sets; Type-2 fuzzy sets; interval-valued fuzzy sets; type-2 fuzzy sets;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2014.2362149