[PDF][PDF] A brief Tutorial on Interval type-2 fuzzy sets and systems

D Wu - Fuzzy sets and systems, 2010 - researchgate.net
This tutorial illustrates the basic ideas of interval type-2 (IT2) fuzzy sets and systems, and
provides a Matlab implementation of IT2 fuzzy logic system (FLS). One obstacle in learning …

Interval type-2 fuzzy logic systems made simple

JM Mendel, RI John, F Liu - IEEE transactions on fuzzy systems, 2006 - ieeexplore.ieee.org
To date, because of the computational complexity of using a general type-2 fuzzy set (T2 FS)
in a T2 fuzzy logic system (FLS), most people only use an interval T2 FS, the result being an …

[PDF][PDF] Standard background material about interval type-2 fuzzy logic systems that can be used by all authors

JM Mendel, H Hagras, RI John - 2006 - researchgate.net
This standard consists of background material about interval type-2 fuzzy sets, interval type-
2 fuzzy logic systems (IT2 FLSs), type-reduction and defuzzification in an IT2 FLS, and an …

Recommendations on designing practical interval type-2 fuzzy systems

D Wu, JM Mendel - Engineering Applications of Artificial Intelligence, 2019 - Elsevier
Abstract Interval type-2 (IT2) fuzzy systems have become increasingly popular in the last 20
years. They have demonstrated superior performance in many applications. However, the …

Toward a fuzzy logic system based on general forms of interval type-2 fuzzy sets

G Ruiz-García, H Hagras, H Pomares… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
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 …

[图书][B] Interval type-3 fuzzy systems: theory and design

O Castillo, JR Castro, P Melin - 2022 - Springer
The use of type-2 fuzzy systems has become widespread in the leading economy sectors,
especially in industrial and application areas, such as services, health, defense, and so on …

Comments on “Interval type-2 fuzzy sets are generalization of interval-valued fuzzy sets: Towards a wide view on their relationship”

JM Mendel, H Hagras, H Bustince… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This letter makes some observations about “Interval type-2 fuzzy sets are generalization of
interval-valued fuzzy sets: Towards a wide view on their relationship,” IEEE Trans. Fuzzy …

Type-2 fuzzy sets and systems: an overview

JM Mendel - IEEE computational intelligence magazine, 2007 - ieeexplore.ieee.org
This paper provides an introduction to and an overview of type-2 fuzzy sets (T2 FS) and
systems. It does this by answering the following questions: What is a T2 FS and how is it …

[图书][B] Advances in type-2 fuzzy sets and systems: theory and applications

A Sadeghian, JM Mendel, H Tahayori - 2013 - Springer
In 1975, Zadeh proposed Type-2 Fuzzy Sets (T2 FS) as an extension to the previously
introduced ordinary fuzzy sets (now called type-1 fuzzy sets). Type-2 fuzzy sets have the …

A quantitative comparison of interval type-2 and type-1 fuzzy logic systems: First results

JM Mendel - International conference on fuzzy systems, 2010 - ieeexplore.ieee.org
The question “When will an IT2 FLS outperform a T1 FLS?” has been asked by many, and is
acknowledged by many experts to be arguably the most important unanswered question in …