A comprehensive review on type 2 fuzzy logic applications: Past, present and future

K Mittal, A Jain, KS Vaisla, O Castillo… - … Applications of Artificial …, 2020 - Elsevier
In this paper a concise overview of the work that has been done by various researchers in
the area of type-2 fuzzy logic is analyzed and discussed. Type-2 fuzzy systems have been …

A review on interval type-2 fuzzy logic applications in intelligent control

O Castillo, P Melin - Information Sciences, 2014 - Elsevier
A review of the applications of interval type-2 fuzzy logic in intelligent control has been
considered in this paper. The fundamental focus of the paper is based on the basic reasons …

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 …

Interval type-2 fuzzy logic modeling and control of a mobile two-wheeled inverted pendulum

J Huang, MH Ri, D Wu, S Ri - IEEE Transactions on Fuzzy …, 2017 - ieeexplore.ieee.org
This paper presents an integrated interval type-2 fuzzy logic approach that simultaneously
models and controls an underactuated mobile two-wheeled inverted pendulum (MTWIP) …

Advances in type-2 fuzzy sets and systems

JM Mendel - Information sciences, 2007 - Elsevier
In this state-of-the-art paper, important advances that have been made during the past five
years for both general and interval type-2 fuzzy sets and systems are described. Interest in …

Optimization of type-2 fuzzy logic controller design using the GSO and FA algorithms

E Bernal, ML Lagunes, O Castillo, J Soria… - International Journal of …, 2021 - Springer
This paper presents a comparative study between the firefly algorithm (FA) and the galactic
swarm optimization (GSO) method, where the performance of both methods is observed and …

On the fundamental differences between interval type-2 and type-1 fuzzy logic controllers

D Wu - IEEE Transactions on Fuzzy Systems, 2012 - ieeexplore.ieee.org
Interval type-2 fuzzy logic controllers (IT2 FLCs) have recently been attracting a lot of
research attention. Many reported results have shown that IT2 FLCs are better able to …

Toward general type-2 fuzzy logic systems based on zSlices

C Wagner, H Hagras - IEEE transactions on fuzzy systems, 2010 - ieeexplore.ieee.org
Higher order fuzzy logic systems (FLSs), such as interval type-2 FLSs, have been shown to
be very well suited to deal with the high levels of uncertainties present in the majority of real …

A review on the design and optimization of interval type-2 fuzzy controllers

O Castillo, P Melin - Applied Soft Computing, 2012 - Elsevier
A review of the methods used in the design of interval type-2 fuzzy controllers has been
considered in this work. The fundamental focus of the work is based on the basic reasons for …

Type-2 FLCs: A new generation of fuzzy controllers

H Hagras - IEEE Computational Intelligence Magazine, 2007 - ieeexplore.ieee.org
Type-1 fuzzy logic controllers (FLCs) have been applied to date with great success to many
different applications. However, for dynamic unstructured environments and many real-world …