Ruixuan Li,Kunmei Wen,Xiwu.Type-2fuzzy description logic.Frontiers of ComputerScience in China. 2011Ruixuan Li,Kunmei Wen,Xiwu.Type-2fuzzy description logic. Frontiers of ComputerScience in China . 2011Ruixuan Li , Kunmei Wen , Xiwu Gu , Yuhua Li , Xiaolin Sun , Bing Li, Type-2 ...
Mendel, Fellow, IEEE, and Qilian Liang Abstract— We introduce a type-2 fuzzy logic system (FLS), which can handle rule uncertainties. The implementation of this type-2 FLS involves the operations of fuzzification, inference, and output processing. We focus on “output processing,” which ...
A type-2 fuzzy set(T2-FS), which has the characteristic of its membership grades themselves being fuzzy sets, is the extension of the traditional type-1 fuzzy set(T1-FS). The type-2 fuzzy logic controller(T2-FLC) based on the T2-FS can deal with both the linguistic and the numerical...
Chapter 3 Type-2 Fuzzy Logic We describe in this chapter a new area in fuzzy logic, which studies type-2 fuzzy sets and type-2 fuzzy logic systems. Basically, a type-2 fuzzy set is a set in which we also have uncertainty about the membership function. Of course, type-2 fuzzy systems...
Type-2 Fuzzy LogicControlMotion PlanningMobile RobotsNavigation of autonomous mobile robots in dynamic and unknown environments needs to take into account different kinds of uncertainties. Type-1 fuzzy logic research has been largely used in the control of mobile robots. However, type-1 fuzzy control...
Type-2 fuzzy logic refers to a fuzzy logic system that has gained popularity in various applications, especially in pattern recognition and classification problems within the field of Computer Science. AI generated definition based on: Expert Systems with Applications, 2013 ...
type-2 FLS it may take less time to train an interval type-2 FLS to achieve a satisfactory performance, and the resulting system is more robust to noise. I. INTRODUCTION The knowledge used to construct a fuzzy logic system (FLS) is often uncertain. The uncertainties may arise from the fol...
请参考如下文章：Hagras H, Wagner C. Towards the wide spread use of type-2 fuzzy logic systems...
Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. This book is intended to be a major reference tool and can be used as a textbook....
(2011). Type-2 fuzzy logic based urban traffic management. Engineering Applications of Artificial Intelligence, 24(1), 12-22.P. G. Balaji and D. Srinivasan, " Type-2 fuzzy logic based urban traffic management," Eng. Appl. Artificial Intell., vol. 24, no. 1, pp. 12-22, 2011....