Interval type-2 fuzzy logic for intelligent control applications

JR Castro, O Castillo - NAFIPS 2007-2007 Annual Meeting of …, 2007 - ieeexplore.ieee.org
This paper presents the development and design of a graphical user interface and a
command line programming Toolbox for construction, edition and simulation of Interval Type …

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) …

Type-2 fuzzy logic systems

O Castillo, P Melin, O Castillo, P Melin - Recent advances in interval type-2 …, 2012 - Springer
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Type-2 fuzzy sets

JM Mendel, JM Mendel - … Rule-Based Fuzzy Systems: Introduction and …, 2017 - Springer
This chapter formally introduces type-2 fuzzy sets and is the backbone for the rest of this
book. It includes a lot of new terminologies. Coverage includes: the concept of a type-2 fuzzy …

An approach for the generation and adaptation of zslices based general type-2 fuzzy sets from interval type-2 fuzzy sets to model agreement with application to …

C Wagner, H Hagras - International Conference on Fuzzy …, 2010 - ieeexplore.ieee.org
In this paper, we present a novel technique to generate zSlices based general type-2 fuzzy
sets using a series of interval type-2 fuzzy sets based around the notion of" agreement" of …

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 …

An adaptive type-2 input based nonsingleton type-2 fuzzy logic system for real world applications

N Sahab, H Hagras - … on Fuzzy Systems (FUZZ-IEEE 2011), 2011 - ieeexplore.ieee.org
A Fuzzy Logic System (FLS) is generally credited with being an adequate methodology for
real world applications which are subject to high uncertainty levels. Recent works have …

Intelligent systems with interval type-2 fuzzy logic

O Castillo, P Melin - International Journal of Innovative …, 2008 - kuma.u-tokai.ac.jp
Uncertainty is an inherent part of intelligent systems used in real-world applications. The use
of new methods for handling incomplete information is of fundamental importance. Type-1 …

Interval type-2 fuzzy logic systems: theory and design

Q Liang, JM Mendel - IEEE Transactions on Fuzzy systems, 2000 - ieeexplore.ieee.org
We present the theory and design of interval type-2 fuzzy logic systems (FLSs). We propose
an efficient and simplified method to compute the input and antecedent operations for …

Comparing the Performance Potentials of Interval and General Type-2 Rule-Based Fuzzy Systems in Terms of Sculpting the State Space

JM Mendel - IEEE Transactions on Fuzzy Systems, 2018 - ieeexplore.ieee.org
This paper provides application-independent perspectives on why improved performance
usually occurs as one goes from an interval type-2 (IT2) fuzzy system to a general type-2 …