Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review

O Castillo, P Melin - Information Sciences, 2012 - Elsevier
A review of the optimization methods used in the design of type-2 fuzzy systems, which are
relatively novel models of imprecision, has been considered in this work. The fundamental …

[图书][B] Type-2 fuzzy logic in intelligent control applications

O Castillo - 2012 - Springer
We describe in this book, hybrid intelligent systems using type-2 fuzzy logic for intelligent
control and mobile robotics. Hybrid intelligent systems combine several intelligent …

Designing type-1 and type-2 fuzzy logic controllers via fuzzy Lyapunov synthesis for nonsmooth mechanical systems

NR Cazarez-Castro, LT Aguilar, O Castillo - Engineering Applications of …, 2012 - Elsevier
In this paper, Fuzzy Lyapunov Synthesis is extended to the design of Type-1 and Type-2
Fuzzy Logic Controllers for nonsmooth mechanical systems. The output regulation problem …

Fuzzy logic control with genetic membership function parameters optimization for the output regulation of a servomechanism with nonlinear backlash

NR Cazarez-Castro, LT Aguilar, O Castillo - Expert Systems with …, 2010 - Elsevier
The paper presents a hybrid architecture, which combines Type-1 or Type-2 fuzzy logic
system (FLS) and genetic algorithms (GAs) for the optimization of the membership function …

Interval type-2 fuzzy classifier design using genetic algorithms

AHM Pimenta, HA Camargo - International Conference on …, 2010 - ieeexplore.ieee.org
This paper aims at investigating the advantages of using an interval type-2 fuzzy system for
classification problems. An evolutionary architecture was proposed to generate the rule …

[PDF][PDF] Designing type-1 fuzzy logic controllers via fuzzy Lyapunov synthesis for nonsmooth mechanical systems: the perturbed case

NR Cazarez Castro, LT Aguilar Bustos… - Computación y …, 2011 - cys.cic.ipn.mx
Fuzzy Lyapunov Synthesis is extended for the design of type-1 fuzzy logic controllers for an
output regulation problem for a servomechanism with backlash. The problem in question is …

Type-2 fuzzy load regulation of a servomechanism with backlash using only motor position measurements

NR Cazarez-Castro, LT Aguilar… - … on Fuzzy Systems, 2010 - ieeexplore.ieee.org
This paper addresses the analysis and design of an observer in order to ease the difficulty of
working with various variables for the design of type-2 fuzzy controllers. In this paper Fuzzy …

Designing type-2 fuzzy logic system controllers via fuzzy Lyapunov synthesis for the output regulator of a servomechanism with nonlinear backlash

NR Cazares-Castro, LT Aguilar… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
Fuzzy Lyapunov synthesis is extended to the design of type-2 fuzzy logic system controllers
for the output regulation problem for a servomechanism with nonlinear backlash. The …

An observer for the type-1 fuzzy control of a servomechanism with backlash using only motor measurements

NR Cazarez-Castro, LT Aguilar, O Castillo - Soft Computing for Intelligent …, 2011 - Springer
This paper addresses the analysis and design of an observer in order to ease the difficulty of
working with various variables for the design of type-1 fuzzy controllers. In this paper Fuzzy …

Genetic interval type-2 fuzzy classifier generation: A comparative approach

AHM Pimenta… - 2010 Eleventh Brazilian …, 2010 - ieeexplore.ieee.org
This paper concentrates on studying the use of interval type-2 fuzzy sets for the pattern
classification problem. Even though researchers recognize that type-2 fuzzy sets are more …