[PDF][PDF] Interval type-2 fuzzy sets and systems: Overview and outlook

WU Dongrui, Z Zhi-Gang, MO Hong, W Fei-Yue - ACTA Autom. Sin, 2020 - aas.net.cn
Type-1 fuzzy sets can model the linguistic uncertainty from a single user, ie, intra-personal
uncertainty. Type-1 fuzzy systems have been widely used in controls and machine learning …

[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 …

Type-1 and interval type-2 fuzzy systems [AI-eXplained]

D Wu, R Peng, JM Mendel - IEEE Computational Intelligence …, 2023 - ieeexplore.ieee.org
Fuzzy sets are suitable for modeling human linguistic uncertainties, and the resulting fuzzy
systems can then be used to perform inferences based on a linguistic rulebase. They have …

Interval type-3 fuzzy systems: a natural evolution from type-1 and type-2 fuzzy systems

O Castillo, JR Castro, P Melin - Fuzzy logic and neural networks for hybrid …, 2023 - Springer
This article discusses the natural evolution that took place from type-1 to type-2, and now
recently is occurring from type-2 to type-3 fuzzy systems. Prof. Zadeh originally proposed the …

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 …

[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 …

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 …

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 …

On computing normalized interval type-2 fuzzy sets

JM Mendel, MR Rajati - IEEE Transactions on Fuzzy Systems, 2013 - ieeexplore.ieee.org
This paper explains how to compute normalized interval type-2 fuzzy sets in closed form and
explains how the results reduce to well-known results for type-1 fuzzy sets and interval sets …

Interval type-3 fuzzy logic systems (IT3FLS)

O Castillo, JR Castro, P Melin - Interval Type-3 Fuzzy Systems: Theory and …, 2022 - Springer
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