Operations on type-2 fuzzy sets

NN Karnik, JM Mendel - Fuzzy sets and systems, 2001 - Elsevier
… discuss set operations on type-2 fuzzy sets (including join and meet under minimum=product
t-norm), algebraic operations, properties of membership grades of type-2 sets, and type-2

Type-2 fuzzy logic systems

NN Karnik, JM Mendel, Q Liang - IEEE transactions on Fuzzy …, 1999 - ieeexplore.ieee.org
type-2 fuzzy sets for which we provide a simple type-reduction computation procedure. We
also apply a type-2 … Since this operation takes us from the type-2 output sets of the FLS to a …

Introduction to type-2 fuzzy logic systems

NN Karnik, JM Mendel - … IEEE international conference on fuzzy …, 1998 - ieeexplore.ieee.org
type-2 fuzzy sets for this purpose. The development of a type-2 FLS has led to a new operation
… In the course of this development, we also study set operations on type-2 sets, properties …

Type-2 fuzzy sets made simple

JM Mendel, RIB John - IEEE Transactions on fuzzy systems, 2002 - ieeexplore.ieee.org
… -1 fuzzy sets; hence, their use is not yet widespread. In this paper we make type-2 fuzzy sets
… [34] studied the set theoretic operations of type-2 fuzzy sets and properties of membership …

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

G Ruiz-García, H Hagras, H Pomares… - … Transactions on Fuzzy …, 2019 - ieeexplore.ieee.org
… the type-2 FLS operation for singleton and nonsingleton fuzzification. We will introduce the
various operations employed … Index Terms—General forms of interval type-2 fuzzy sets (gfIT2 …

Interval type-2 fuzzy logic systems: theory and design

Q Liang, JM Mendel - IEEE Transactions on Fuzzy systems, 2000 - ieeexplore.ieee.org
… interval type-2 fuzzy logic systems (FLSs). We propose an efficient and simplified method to
compute the input and antecedent operations for interval type-2 FLSs; one that is based on a …

Centroid of a type-2 fuzzy set

NN Karnik, JM Mendel - information SCiences, 2001 - Elsevier
… of secondary sets, we can reinterpret a type-2 fuzzy set as the union of all secondary sets, ie,
… We have shown that the centroid operation for a general type-2 fuzzy set is computationally …

Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems

H Wu, JM Mendel - IEEE Transactions on fuzzy systems, 2002 - ieeexplore.ieee.org
… design methods will permit an interval type-2 FLS to operate without type-reduction, we
then compare the operating performance of the interval type-2 FLS with and without type-…

Fuzzy multiple attributes group decision-making based on the ranking values and the arithmetic operations of interval type-2 fuzzy sets

SM Chen, LW Lee - Expert Systems with applications, 2010 - Elsevier
… Based on the proposed fuzzy ranking method and the proposed arithmetic operations
between interval type-2 fuzzy sets, we present a new method to handle fuzzy multiple attributes …

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

JM Mendel - IEEE Transactions on Fuzzy Systems, 2013 - ieeexplore.ieee.org
… representations for general type-2 fuzzy sets (GT2 FSs); (2) … how to obtain set theoretic
and other operations for GT2 FSs … type-2 (IT2) FLSs so that their mathematical operations can …