Research on type-2 TSK fuzzy logic systems

G Zheng, J Wang, L Jiang - Fuzzy Information and Engineering Volume 2, 2009 - Springer
Type-2 fuzzy sets can handle rule uncertainties in a more effective way. In this paper, we
review type-2 fuzzy logic systems (FLSs) simply and research the theory about type-2 TSK …

Uncertainty degree of interval type-2 fuzzy sets and its application to thermal comfort modelling

C Li, J Yi, M Wang, G Zhang - 2012 9th International …, 2012 - ieeexplore.ieee.org
Interval type-2 fuzzy sets (IT2 FSs) can model and cope with the uncertainties existing in the
real-world applications. There exist several uncertainty measures for IT2 FSs, such as …

Designing practical interval type-2 fuzzy logic systems made simple

D Wu, JM Mendel - … conference on fuzzy systems (FUZZ-IEEE), 2014 - ieeexplore.ieee.org
Interval type-2 fuzzy logic systems (IT2 FLSs) have become increasingly popular in the last
decade, and have demonstrated superior performance in a number of applications …

Uncertainty modeling for interval type-2 fuzzy logic systems based on sensor characteristics

O Linda, M Manic - 2011 IEEE Symposium on Advances in …, 2011 - ieeexplore.ieee.org
In the past decade Type-2 Fuzzy Logic Systems (T2 FLSs) gained increased research
attention due to their potential to outperform Type-1 FLSs in applications with dynamic …

Measures for evaluating IT2FSs constructed from data intervals

K Baratimehr, MR Moosavi, H Tahayori - Applied Soft Computing, 2023 - Elsevier
Interval type-2 fuzzy sets (IT2FSs) are increasingly used in fuzzy systems for modeling
linguistic words. Various approaches exist to construct such IT2FSs. Although the …

Interval type-3 fuzzy sets

O Castillo, JR Castro, P Melin - Interval Type-3 Fuzzy Systems: Theory and …, 2022 - Springer
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Centroid uncertainty bounds for interval type-2 fuzzy sets: Forward and inverse problems

JM Mendel, H Wu - … Conference on Fuzzy Systems (IEEE Cat …, 2004 - ieeexplore.ieee.org
Interval type-2 fuzzy sets (T2 FS) play a central role in fuzzy sets as models for words and in
engineering applications of T2 FSs. These fuzzy sets are characterized by their footprints of …

Polynomial regression interval-valued fuzzy systems

Y Qiu, H Yang, YQ Zhang, Y Zhao - Soft Computing, 2008 - Springer
In recent years, the type-2 fuzzy sets theory has been used to model and minimize the
effects of uncertainties in rule-base fuzzy logic system (FLS). In order to make the type-2 FLS …

[PDF][PDF] Interval type-2 fuzzy logic systems: theory and design

E Kayacan - Bogazici University: phD theses, 2011 - Citeseer
This Ph. D. dissertation has four main objectives. Firstly, the noise reduction property of type-
2 fuzzy logic systems that use a novel type-2 fuzzy membership function is studied. A …

An approach towards the design of interval type-3 T–S fuzzy system

DJ Singh, NK Verma, AK Ghosh… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article providesa systematic approach for the design of an interval type-3 (IT3) Takagi–
Sugeno (T–S) fuzzy logic system (FLS) using-plane representation. An IT3 FLS is designed …