Application of fuzzy sets of type 2 to the solution of fuzzy equation systems
Fuzzy Sets and Systems
Uncertainty, fuzzy logic, and signal processing
Signal Processing - Special issue on fuzzy logic in signal processing
Soft computing for control of non-linear dynamical systems
Soft computing for control of non-linear dynamical systems
Soft Computing and Fractal Theory for Intelligent Manufacturing
Soft Computing and Fractal Theory for Intelligent Manufacturing
Fundamentals of Computational Swarm Intelligence
Fundamentals of Computational Swarm Intelligence
Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Type-2 Fuzzy Logic Control of a Flexible-Joint Manipulator
Journal of Intelligent and Robotic Systems
Design of interval type-2 fuzzy sliding-mode controller
Information Sciences: an International Journal
Systematic design of a stable type-2 fuzzy logic controller
Applied Soft Computing
New geometric inference techniques for type-2 fuzzy sets
International Journal of Approximate Reasoning
Hybrid Genetic-Fuzzy Optimization of a Type-2 Fuzzy Logic Controller
HIS '08 Proceedings of the 2008 8th International Conference on Hybrid Intelligent Systems
ICETET '08 Proceedings of the 2008 First International Conference on Emerging Trends in Engineering and Technology
The optimized copyright protection system with genetic watermarking
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special Issue on Bio-Inspired Information Hiding; Guest editors: Jeng-Shyang Pan, Ajith Abraham
International Journal of Approximate Reasoning
Efficient triangular type-2 fuzzy logic systems
International Journal of Approximate Reasoning
Information Sciences: an International Journal
A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks
Information Sciences: an International Journal
Interval type-2 fuzzy logic and modular neural networks for face recognition applications
Applied Soft Computing
Type-2 Fuzzy Logic: Theory and Applications
Type-2 Fuzzy Logic: Theory and Applications
Control of the TORA system using SIRMs based type-2 fuzzy logic
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Interval type-2 fuzzy logic congestion control for video streaming across IP networks
IEEE Transactions on Fuzzy Systems
Reinforcement self-organizing interval type-2 fuzzy system with ant colony optimization
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A Fuzzy Logic Controller tuned with PSO for 2 DOF robot trajectory control
Expert Systems with Applications: An International Journal
Type-2 Fuzzy Logic Controllers Optimization Using Genetic Algoritms and Particle Swarm Optimization
GRC '10 Proceedings of the 2010 IEEE International Conference on Granular Computing
Support vector machine approach for longitudinal dispersion coefficients in natural streams
Applied Soft Computing
Review: Industrial applications of type-2 fuzzy sets and systems: A concise review
Computers in Industry
Expert Systems with Applications: An International Journal
Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special issue on Recent advances on machine learning and Cybernetics
Information Sciences: an International Journal
A refactoring method for cache-efficient swarm intelligence algorithms
Information Sciences: an International Journal
Dynamical optimal training for interval type-2 fuzzy neural network (T2FNN)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots
IEEE Transactions on Fuzzy Systems
Enhanced combination modeling method for combustion efficiency in coal-fired boilers
Applied Soft Computing
Speedup of interval type 2 fuzzy logic systems based on GPU for robot navigation
Advances in Fuzzy Systems - Special issue on High Performance Fuzzy Systems for Real World Problems
Exact inversion of decomposable interval type-2 fuzzy logic systems
International Journal of Approximate Reasoning
A 2uFunction representation for non-uniform type-2 fuzzy sets: Theory and design
International Journal of Approximate Reasoning
Building the fundamentals of granular computing: A principle of justifiable granularity
Applied Soft Computing
Uncertainty degree and modeling of interval type-2 fuzzy sets: Definition, method and application
Computers & Mathematics with Applications
Information Sciences: an International Journal
Interval type-2 fuzzy PID load frequency controller using Big Bang-Big Crunch optimization
Applied Soft Computing
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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 optimizing type-2 fuzzy controllers for different areas of application. Recently, bio-inspired methods have emerged as powerful optimization algorithms for solving complex problems. In the case of designing type-2 fuzzy controllers for particular applications, the use of bio-inspired optimization methods have helped in the complex task of finding the appropriate parameter values and structure of the fuzzy systems. In this review, we consider the application of genetic algorithms, particle swarm optimization and ant colony optimization as three different paradigms that help in the design of optimal type-2 fuzzy controllers. We also mention alternative approaches to designing type-2 fuzzy controllers without optimization techniques. We also provide a comparison of the different optimization methods for the case of designing type-2 fuzzy controllers.