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A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems
This paper presents a comparative study of type-2 fuzzy logic systems with respect to
interval type-2 and type-1 fuzzy logic systems to show the efficiency and performance of a …
interval type-2 and type-1 fuzzy logic systems to show the efficiency and performance of a …
Edge-detection method for image processing based on generalized type-2 fuzzy logic
This paper presents an edge-detection method that is based on the morphological gradient
technique and generalized type-2 fuzzy logic. The theory of alpha planes is used to …
technique and generalized type-2 fuzzy logic. The theory of alpha planes is used to …
Fixed-time adaptive fuzzy control for uncertain nonlinear systems
Most current methodologies on fixed-time adaptive fuzzy control for uncertain nonlinear
systems result in practical fixed-time stability but not fixed-time stability, or require prior …
systems result in practical fixed-time stability but not fixed-time stability, or require prior …
A generalized type-2 fuzzy logic approach for dynamic parameter adaptation in bee colony optimization applied to fuzzy controller design
In this work a Generalized type-2 Fuzzy Logic System (GT2FLS) approach for dynamic
parameter adaptation in metaheuristics and for optimal fuzzy controller design is presented …
parameter adaptation in metaheuristics and for optimal fuzzy controller design is presented …
Obstacle avoidance method for wheeled mobile robots using interval type-2 fuzzy neural network
This paper proposes an obstacle avoidance method in the position stabilization of the
wheeled mobile robots using interval type-2 fuzzy neural network (IT2FNN). Previously, we …
wheeled mobile robots using interval type-2 fuzzy neural network (IT2FNN). Previously, we …
Fuzzy multiple attributes group decision-making based on ranking interval type-2 fuzzy sets and the TOPSIS method
SM Chen, JA Hong - IEEE Transactions on Systems, Man, and …, 2014 - ieeexplore.ieee.org
In this paper, we present a new method for fuzzy multiple attributes group decision-making
based on the proposed ranking method of trapezoidal interval type-2 fuzzy sets and the …
based on the proposed ranking method of trapezoidal interval type-2 fuzzy sets and the …
Inverse optimal design of direct adaptive fuzzy controllers for uncertain nonlinear systems
Optimized performance obtained from existing adaptive fuzzy optimal control methods
comes at the cost of a intricate design procedure and a heavy computation of online …
comes at the cost of a intricate design procedure and a heavy computation of online …
Multiobjective optimization design of interpretable evolutionary fuzzy systems with type self-organizing learning of fuzzy sets
T Zhao, C Chen, H Cao, S Dian… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article proposes a new multiobjective optimization approach for designing a self-
generated interpretable fuzzy logic system (FLS). The types of fuzzy sets (FSs) can be …
generated interpretable fuzzy logic system (FLS). The types of fuzzy sets (FSs) can be …
Type-2 fuzzy hybrid controller network for robotic systems
Dynamic control, including robotic control, faces both the theoretical challenge of obtaining
accurate system models and the practical difficulty of defining uncertain system bounds. To …
accurate system models and the practical difficulty of defining uncertain system bounds. To …
Big Bang–Big Crunch optimization based interval type-2 fuzzy PID cascade controller design strategy
Fuzzy logic control is a recognized approach for handling the faced uncertainties within
control applications. However, type-1 fuzzy controllers using crisp type-1 fuzzy sets might not …
control applications. However, type-1 fuzzy controllers using crisp type-1 fuzzy sets might not …