Type-1 fuzzy logicType-2 fuzzy logicDynamic parameter adaptationAt present the use of fuzzy systems applied to problem solving is very common, since the use of linguistic variables is less complex when solving a problem. This article presents a study of the use of type-1 and interval type-...
interest to work with this methodology. The proposed method was used in optimizing the antecedents and consequents for an interval type-2 fuzzy controller of direct current motor. Experimental results without noise and then with uniform random noise numbers (Gaussian noise) in the controller were ...
Introduction of emphasize function for both type 1 and interval type 2 fuzzy sets (See 16th example). New options while calling plot functions (T1FS.plot, IT2FS.plot, T1FS_plot, IT2FS_plot, and TR_plot) have been added. Users can specify the output file format (png, eps, pdf, etc...
The proposed method performs type-1, interval type-2 and general type-2 f... P Melin,D Sánchez - 《Granular Computing》 被引量: 0发表: 2019年 Hierarchical interval type-2 fuzzy path planning based on genetic optimization This paper focuses on the path planning of mobile robot. Fuzzy ...
study, we use five benchmark mathematical functions with variation in the number of dimensions to validate the approach and perform the comparison of interval type-2 and type-1 fuzzy systems in parameter adaptation. For the dynamic adjustment of the parameters, we select the alpha parameter, and...
As high tracking accuracy and high tracking speed are both vital for LTS operation, a design of a high performance controller is critical. This paper shows that an interval type 2 fuzzy logic controller (IT2FLC) can outperform a type 1 fuzzy logic controller (T1FLC) in such applications. ...
Type-1FuzzySystemIntervalType-2FuzzySystemGeneralizedType-2FuzzySystemFuzzyControllerMobilerobotControlabstractTheaimofthispaperistoshowthataGeneralizedType-2FuzzyControlSystemcanoutperformType-1andIntervalType-2FuzzyControlSystemswhenexternalperturbationsarepresent.AGeneralizedType-2FuzzySystemcanhandlebetteruncertainty...
Design of Type-1 and Interval Type-2 Fuzzy PID Control for Anesthesia Using Genetic Algorithms This paper presents the automatic drug administration for the regulation of bispectral (BIS) index in the anesthesia process during the clinical surgery by... H Araujo,X Bo,C Liu,... - 《智能学习...
In a type-2 fuzzy logic system, one of the important operations is to calculate the centroid of an interval type-2 fuzzy set (IT2 FS). In this paper, two novel algorithms called binary algorithms are proposed to calculate the centroid of IT2 FSs. Then, the outputs of the proposed binar...
Hassani, H., & Zarei, J. "Interval Type-2 fuzzy logic controller design for the speed control of DC motors". Systems Science & Control Engineering, 2015, 3(1), 266- 273.H. Hassani and J. Zarei" Interval Type-2 fuzzy logic controller design for the speed control of DC motors"...