Polynomial regression interval-valued fuzzy systems
In recent years, the type-2 fuzzy sets theory has been used to model and minimize the
effects of uncertainties in rule-base fuzzy logic system (FLS). In order to make the type-2 FLS …
effects of uncertainties in rule-base fuzzy logic system (FLS). In order to make the type-2 FLS …
Statistical interval-valued fuzzy systems via linear regression
In recent years, the type-2 fuzzy sets theory has been used to model and minimize the
effects of uncertainties in rule-base fuzzy logic system. In order to make the type-2 fuzzy …
effects of uncertainties in rule-base fuzzy logic system. In order to make the type-2 fuzzy …
General derivation and analysis for input–output relations in interval type-2 fuzzy logic systems
In this paper, analytical closed-form expressions are derived for the input–output relation
related to an interval type-2 fuzzy logic system. It has been assumed that the related fuzzy …
related to an interval type-2 fuzzy logic system. It has been assumed that the related fuzzy …
Encoding prior knowledge into data driven design of interval type-2 fuzzy logic systems
C Li, J Yi, T Wang - … Journal of Innovative Computing, Information and …, 2011 - ijicic.org
In system identification or modeling problems, interval type-2 fuzzy logic systems (IT2FLSs),
which have obvious advantages for handling different sources of uncertainties, are usually …
which have obvious advantages for handling different sources of uncertainties, are usually …
A fuzzy rule-based classification system using interval type-2 fuzzy sets
M Tang, X Chen, W Hu, W Yu - … , IUKM 2011, Hangzhou, China, October 28 …, 2011 - Springer
The design of type-2 fuzzy rule-based classification systems from labeled data is considered
in this study. With the aid of interval type-2 fuzzy sets, which can effectively capture …
in this study. With the aid of interval type-2 fuzzy sets, which can effectively capture …
Toward a fuzzy logic system based on general forms of interval type-2 fuzzy sets
Recent years have witnessed a widespread in the use of interval type-2 fuzzy logic systems
(IT2 FLSs) in real-world applications. It has been shown recently that interval type-2 fuzzy …
(IT2 FLSs) in real-world applications. It has been shown recently that interval type-2 fuzzy …
Interval type-2 fuzzy membership function generation methods for representing sample data
FCH Rhee, BI Choi - Advances in Type-2 Fuzzy Sets and Systems: Theory …, 2013 - Springer
Abstract Type-2 fuzzy sets (T2 FSs) have been shown to manage uncertainty more
effectively than type-1 fuzzy sets (T1 FSs) in several areas of engineering. However …
effectively than type-1 fuzzy sets (T1 FSs) in several areas of engineering. However …
On using type-1 fuzzy set mathematics to derive interval type-2 fuzzy logic systems
In this paper, we demonstrate that it is unnecessary to take the route from general type-2
fuzzy set to interval type-2 fuzzy set, and that all of the results that are needed to implement …
fuzzy set to interval type-2 fuzzy set, and that all of the results that are needed to implement …
Simplified interval type-2 fuzzy logic system based on new type-reduction
AM El-Nagar, M El-Bardini - Journal of Intelligent & Fuzzy …, 2014 - content.iospress.com
Interval type-2 fuzzy logic systems (IT2-FLSs) have recently been utilized in many control
processes due to their ability to model uncertainties better than their type-1 (T1) …
processes due to their ability to model uncertainties better than their type-1 (T1) …