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 …

General type-2 fuzzy logic systems made simple: a tutorial

JM Mendel - IEEE Transactions on Fuzzy Systems, 2013 - ieeexplore.ieee.org
The purpose of this tutorial paper is to make general type-2 fuzzy logic systems (GT2 FLSs)
more accessible to fuzzy logic researchers and practitioners, and to expedite their research …

A historical account of types of fuzzy sets and their relationships

H Bustince, E Barrenechea, M Pagola… - … on Fuzzy Systems, 2015 - ieeexplore.ieee.org
A Historical Account of Types of Fuzzy Sets and Their Relationships Page 1 IEEE
TRANSACTIONS ON FUZZY SYSTEMS, VOL. 24, NO. 1, FEBRUARY 2016 179 A Historical …

Uncertain rule-based fuzzy systems

JM Mendel - Introduction and new directions, 2017 - Springer
Uncertainty 2 is the fabric that makes life interesting. For millennia human beings have
developed strategies to cope with a plethora of uncertainties, never absolutely sure what the …

Type-2 fuzzy sets made simple

JM Mendel, RIB John - IEEE Transactions on fuzzy systems, 2002 - ieeexplore.ieee.org
Type-2 fuzzy sets let us model and minimize the effects of uncertainties in rule-base fuzzy
logic systems. However, they are difficult to understand for a variety of reasons which we …

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 …

[SÁCH][B] interval neutrosophic sets and logic: theory and applications in computing: Theory and applications in computing

H Wang, F Smarandache, R Sunderraman, YQ Zhang - 2005 - books.google.com
This book presents the advancements and applications of neutrosophics, which are
generalizations of fuzzy logic, fuzzy set, and imprecise probability. The neutrosophic logic …

Type-2 fuzzy logic systems

NN Karnik, JM Mendel, Q Liang - IEEE transactions on Fuzzy …, 1999 - ieeexplore.ieee.org
We introduce a type-2 fuzzy logic system (FLS), which can handle rule uncertainties. The
implementation of this type-2 FLS involves the operations of fuzzification, inference, and …

Centroid of a type-2 fuzzy set

NN Karnik, JM Mendel - information SCiences, 2001 - Elsevier
In this paper, we introduce the centroid and generalized centroid of a type-2 fuzzy set (both
of which are essential for implementing a type-2 fuzzy logic system), and explain how to …

[SÁCH][B] Artificial intelligence with uncertainty

D Li, Y Du - 2017 - taylorfrancis.com
This book develops a framework that shows how uncertainty in Artificial Intelligence (AI)
expands and generalizes traditional AI. It explores the uncertainties of knowledge and …