An embedded type 2 fuzzy controller for a mobile robot application 热度: a new interval type-2 across fuzzy controller for stabilization of interval type-2 t-s fuzzy systems 热度: A Vision and Differential Steering System for a Mobile Robot Platform一个视觉和机器人的移动平台的差速转向系统...
The cases of both type-1 and interval type-2 T–S fuzzy systems are considered, and comparison with existing methods is made in the proposed membership vector framework. 展开 关键词: Stability analysis T-S fuzzy system Membership function Convex polyhedron ...
NumPy and SciPy based toolkit for Type 1 and Interval Type 2 Fuzzy Logic Systems.LicencePyIT2FLS is published under MIT license. If you are using the developed toolkit, please cite preprint of our paper PyIT2FLS: A New Python Toolkit for Interval Type 2 Fuzzy Logic Systems....
This paper shows that an interval type 2 fuzzy logic controller (IT2FLC) can outperform a type 1 fuzzy logic controller (T1FLC) in such applications. Complete and extensive simulation studies are discussed and analyzed with a performance comparison between a type 1 and an interval type 2 FLC....
Summary: The paper presents a method for the approximation of the interval type-2 fuzzy logic system (FLS) by the type-1 FLS, when the interval type-2 FLS is assumed to perform the extended minimum Cartesian product and to have singleton consequents. The approximation error is discussed in ...
This paper presents several pictorial and graphical techniques that may be used for effectively visualizing type-2 fuzzy membership functions (T2 FMFs). In... D Raj,K Tanna,B Garg,... - IEEE International Conference on Fuzzy Systems 被引量: 2发表: 2016年 Reduced progression of carotid intima...
In mathematics a real-value function\( f(x) \)defined on an interval is calledconvexif the line segment between any two points on the graph of the function lies above or on the graph (e.g., a parabola). Why the fuzzy setAthat satisfies (2.6) is called “convex” rather than “conc...
Analysis of the performances of type-1, self-tuning type-1 and interval type-2 fuzzy PID controllers on the Magnetic Levitation system In this paper, we will compare the closed loop control performance of interval type-2 fuzzy PID controller with the type-1 fuzzy PID and conventional PID c....
The main contribution of this work is the design of the optimized interval type-2 fuzzy system with triangular membership functions. The final type-2 system has a better classification rate of 99.408% than the type-1 classifier developed previously in 鈥淒esign of an optimized fuzzy classifier ...
The objective of this work is focused on improving the optimization ability of the cuckoo search algorithm (CS), and, for this reason, a comparison is made between type-1 and interval type-2 fuzzy logic to look for more promising results in the cuckoo search algorithm (CS), and to help ...