A review on interval type-2 fuzzy logic applications in intelligent control

O Castillo, P Melin - Information Sciences, 2014 - Elsevier
A review of the applications of interval type-2 fuzzy logic in intelligent control has been
considered in this paper. The fundamental focus of the paper is based on the basic reasons …

A review of the application of multiobjective evolutionary fuzzy systems: Current status and further directions

M Fazzolari, R Alcala, Y Nojima… - … on Fuzzy systems, 2012 - ieeexplore.ieee.org
Over the past few decades, fuzzy systems have been widely used in several application
fields, thanks to their ability to model complex systems. The design of fuzzy systems has …

Optimal tuning of interval type-2 fuzzy controllers for nonlinear servo systems using Slime Mould Algorithm

RE Precup, RC David, RC Roman… - … Journal of Systems …, 2023 - Taylor & Francis
This paper presents a novel application of the metaheuristic Slime Mould Algorithm (SMA) to
the optimal tuning of interval type-2 fuzzy controllers. Inserting the information feedback …

A generalized type-2 fuzzy granular approach with applications to aerospace

O Castillo, L Cervantes, J Soria, M Sanchez… - Information Sciences, 2016 - Elsevier
In this paper a granular approach for intelligent control using generalized type-2 fuzzy logic
is presented. Granularity is used to divide the design of the global controller into several …

GWO-based optimal tuning of type-1 and type-2 fuzzy controllers for electromagnetic actuated clutch systems

CA Bojan-Dragos, RE Precup, S Preitl, RC Roman… - IFAC-PapersOnLine, 2021 - Elsevier
The goal of this paper is to develop the optimal fuzzy controllers for nonlinear processed
represented by electromagnetic actuated clutch systems in order to improve the control …

A review on the design and optimization of interval type-2 fuzzy controllers

O Castillo, P Melin - Applied Soft Computing, 2012 - Elsevier
A review of the methods used in the design of interval type-2 fuzzy controllers has been
considered in this work. The fundamental focus of the work is based on the basic reasons for …

Approaches for reducing the computational cost of interval type-2 fuzzy logic systems: overview and comparisons

D Wu - IEEE Transactions on Fuzzy Systems, 2012 - ieeexplore.ieee.org
Interval type-2 fuzzy logic systems (IT2 FLSs) have demonstrated better abilities to handle
uncertainties than their type-1 (T1) counterparts in many applications; however, the high …

An overview on fault diagnosis and nature-inspired optimal control of industrial process applications

RE Precup, P Angelov, BSJ Costa… - Computers in …, 2015 - Elsevier
Fault detection, isolation and optimal control have long been applied to industry. These
techniques have proven various successful theoretical results and industrial applications …

Revisiting evolutionary fuzzy systems: Taxonomy, applications, new trends and challenges

A Fernandez, V Lopez, MJ del Jesus… - Knowledge-Based Systems, 2015 - Elsevier
Abstract Evolutionary Fuzzy Systems are a successful hybridization between fuzzy systems
and Evolutionary Algorithms. They integrate both the management of imprecision …

A fractional order general type-2 fuzzy PID controller design algorithm

JZ Shi - IEEE Access, 2020 - ieeexplore.ieee.org
Fractional order PID controller was received attentions in control problems for it had 2
freedom adjustable parameters. Practices had proved that better results could be obtained …