A smoothing group lasso based interval type-2 fuzzy neural network for simultaneous feature selection and system identification

T Gao, C Wang, J Zheng, G Wu, X Ning, X Bai… - Knowledge-Based …, 2023 - Elsevier
Inspired by the life philosophy, an ingenious gate (membership) function, which can mimic
the open and close of the gate in the real world, is proposed to realize feature selection (FS) …

Design of a novel mixed interval type-2 fuzzy logic controller for 2-DOF robot manipulator with payload

A Kumar, R Raj, A Kumar, B Verma - Engineering Applications of Artificial …, 2023 - Elsevier
This paper investigates a novel coupling-based mixed interval type-2 fuzzy logic controller
(MIT2FLC) for trajectory tracking problems of highly nonlinear and complex robot …

[HTML][HTML] A Survey on Type-3 Fuzzy Logic Systems and Their Control Applications

O Castillo, F Valdez, P Melin, W Ding - IEEE/CAA Journal of Automatica …, 2024 - ieee-jas.net
In this paper, we offer a review o. lpe-3 fuzzy logic systems and their applications in control.
The main objective of this work is to observe and analyze in detail the applications in the …

Interval type-3 fuzzy control for automated tuning of image quality in televisions

O Castillo, JR Castro, P Melin - Axioms, 2022 - mdpi.com
In this article, an intelligent system utilizing type-3 fuzzy logic for automated image quality
tuning in televisions is presented. The tuning problem can be formulated as controlling the …

Interval type-3 fuzzy aggregation of neural networks for multiple time series prediction: the case of financial forecasting

O Castillo, JR Castro, P Melin - Axioms, 2022 - mdpi.com
In this work, we present an approach for fuzzy aggregation of neural networks for
forecasting. The interval type-3 aggregator is used to combine the outputs of the networks to …

Towards interval type-3 intuitionistic fuzzy sets and systems

O Castillo, P Melin - Mathematics, 2022 - mdpi.com
In this work, several types of intuitionistic fuzzy sets, inspired by Type-2 and Type-3
concepts, are introduced. In particular, the newly proposed interval Type-3 intuitionistic sets …

Interval type-3 fuzzy adaptation of the bee colony optimization algorithm for optimal fuzzy control of an autonomous mobile robot

L Amador-Angulo, O Castillo, P Melin, JR Castro - Micromachines, 2022 - mdpi.com
In this study, the first goal is achieving a hybrid approach composed by an Interval Type-3
Fuzzy Logic System (IT3FLS) for the dynamic adaptation of α and β parameters of Bee …

Interval type-3 fuzzy fractal approach in sound speaker quality control evaluation

O Castillo, JR Castro, P Melin - Engineering Applications of Artificial …, 2022 - Elsevier
This article is presenting a proposal for the mathematical definition of interval type-3 fuzzy
sets, as a basis for later constructing all the theory needed for building interval type-3 fuzzy …

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 …

A methodology for building interval type‐3 fuzzy systems based on the principle of justifiable granularity

O Castillo, JR Castro, P Melin - International Journal of …, 2022 - Wiley Online Library
In this article a design methodology for Mamdani interval type‐3 fuzzy systems with center‐
of‐sets type reduction is outlined. The methodology utilizes statistical measures, fuzzy c …