Type‐2 Interval Fuzzy Control System Performance
Interval Type-2 TSK+ Fuzzy Inference System
... Abstract—Type-2 fuzzy sets and systems can better handle uncertainties compared to its type-1 counterpart, and the widely applied Mamdani and TSK fuzzy inference approaches have been ...
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Interval Type 2 Fuzzy Logic Control of Mobile Robots
... uncertainties. Type-1 fuzzy logic research has been largely used in the control of mobile ...However, type-1 fuzzy control presents limitations in handling those uncertainties as ...
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A support vector based interval type 2 fuzzy system
... hybrid system for the IT2-TSK A2-CO fuzzy ...the fuzzy system with the assistance of SVR regression yielded good performance improvement for the given re- gression ...closed-form ...
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Structural Damage Control with Interval Type-2 Fuzzy Logic Controller
... control Control of damage IDA 1- Introduction Different studies of researchers on the behavior of structures against earthquakes and the more familiarity with the nature of earthquakes has led to the fact ...
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Constrained interval type-2 fuzzy sets
... CIT2 fuzzy systems that not only are able to solve, for example, classification problems, but that are also able to explain, in terms of the input space, how each endpoint of the interval centroid has been ...
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Vibration Control Design for a Plate Structure with Electrorheological ATVA Using Interval Type-2 Fuzzy System
... a fuzzy modeling and experimental validations of ERF-based ATVA from stationary random vibrations of thin plates are presented in this ...Because Type-2 fuzzy sets generalize Type-1 ...
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Interval Type 2 Fuzzy PD Tracking Control of Flexible Joint Robots
... novel interval type-2 fuzzy PD control was developed for tracking control of a flexible-joint robot using the voltage control ...the control method and the ...
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Stabilization of Interval Type-2 Polynomial-Fuzzy-Model-Based Control Systems
... the system flexibly and lower the implemen- tation cost, it makes sense to consider the case that the fuzzy model and fuzzy controller do not share the same premise fuzzy rule set, which ...
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Interval type-2 intuitionistic fuzzy logic system for non-linear system prediction
... evolving interval type-2 fuzzy neural network (SEIT2FNN) utilising IT2FS in the antecedents and TSK interval type-1 set in the consequent, TSK-type-based self-evolving ...
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Interval type 2 intuitionistic fuzzy logic system for non linear system prediction
... better performance in some applications than the T1FLSs [10], ...where interval type-2 intuitionistic fuzzy set (IT2IFS) is applied in a fuzzy logic inference ...
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Adaptive Interval Type-2 Fuzzy Inference System for Facial Expression Recognition
... its type-1 counterpart, we use a 5-fold cross valida- tion technique with the same data partitions as T1- ...the system output while each row shows the desired ...
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Design an Interval Type -2 Fuzzy PI & PID Controller for Nonlinear System
... to type-2 FLC for different process to encounter different ...of type-2 FLC and show the better performance than type-1FLC ...on type-2 Fuzzy Logic ...
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Intelligent Optimal Control of a Heat Exchanger Using ANFIS and Interval Type-2 Based Fuzzy Inference System
... PID control of the heat exchanger in the task of disturbance ...The control response obtained by IT2 FLC+ANFIS controller is the best one; it has the smallest overshoots and the shortest settling ...
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Interval type 2 fuzzy sets in supplier selection
... the fuzzy numbers of each criterion value and Figure 3 demonstrates four fuzzy sets and Table I illustrates parameters of each trapezoidal fuzzy sets in the same manner as mentioned in the importance ...
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An Optimized Interval Type 2 Fuzzy Logic Control Scheme based on Optimal Defuzzification
... to control the navigation of multiple mobile robots in an indoor ...handle system uncertainties better than the ...reactive control architecture for autonomous mobile robots that was based on T2 FLS ...
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Control Design for Interval Type-2 Fuzzy Systems Under Imperfect Premise Matching
... designing interval type-2 (IT2) control for nonlinear systems subject to parameter ...and control synthesis, an IT2 T- S fuzzy model is employed to represent the dynamics of ...
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Variable Impedance Control for Rehabilitation Robot using Interval Type-2 Fuzzy Logic
... impedance control for a lower-limb rehabilitation robotic system using voltage control strategy is ...existing control approaches are based on control torque strategy, which require the ...
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Static output-feedback control for interval type-2 discrete-time fuzzy systems
... the type-2 fuzzy set [37] is competent to capture the uncertainties specifically, and several kinds of uncertainties might be presented in a ...on type-2 fuzzy logic systems have ...
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Design and implementation of an interval Type-2 Fuzzy Logic and type-1 fuzzy logic controls for Magnetic Levitation System
... an interval type-2 fuzzy logic PID and type-1 fuzzy logic controllers for magnetic levitation system to keep a metal ball suspended in mid-air by changing the field ...
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Design of Type 1 and Interval Type 2 Fuzzy PID Control for Anesthesia Using Genetic Algorithms
... closed-loop control, in this paper, we aim to implement the closed-loop control for anesthesia ...The performance of controllers is ensured by simulation and ...two fuzzy PID controllers and ...
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