You can create a type-2 fuzzy inference system by converting an existing type-1 system, such as one created using thegenfisfunction. To do so, use theconvertToType2function. Once you create a type-2 fuzzy inference system, you can: ...
Type-2 fuzzy setsGeneral type-2Fast defuzzifcationEfficient joinEfficient meetType-1 geometric modelsContinuous domainAccurate type-1 modelsComputational geometryThis chapter gives a review and technical overview of the geometric representation of a type-2 fuzzy set and explores logical operators used ...
This paper presents a new extension of Gaussian mixture models (GMMs) based on type-2 fuzzy sets (T2 FSs) referred to as T2 FGMMs. The estimated parameters of the GMM may not accurately reflect the underlying distributions of the observations because of insufficient and noisy data in real-wor...
求翻译:Type-2 fuzzy是什么意思?待解决 悬赏分:1 - 离问题结束还有 Type-2 fuzzy问题补充:匿名 2013-05-23 12:21:38 2型模糊 匿名 2013-05-23 12:23:18 类型2模糊 匿名 2013-05-23 12:24:58 第二类型模糊 匿名 2013-05-23 12:26:38 类型2 模糊 匿名 2013-05-23 12:28:18 2...
Type-2 Fuzzy Logic Systems Nilesh N. Karnik, Jerry M. 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, ...
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 ...
First, a group of interval type-2 fuzzy neurons was used to replace the feature neurons of BLS. Then, the representation of BLS can be improved to obtain good robustness. Second, a fuzzy pseudoinverse learning algorithm was designed to adjust the parameter of type-2 FBLS. Then, the ...
interval type-2 fuzzy sets when 1) the knowledge used to establish rules is mined from experts who have different understandings of the same words [6], [7], or 2) the FLS is used to describe a complex process the nature of which cannot ...
Fig. 1. System operation diagram of the proposed road anomaly detection system based on the type-2 fuzzy logic model. 1.1. Related works In various application, the most efficient control models are reported for development by the use of fuzzy systems. This type of Artificial Intelligence (AI)...
Fuzzy logic is a powerful tool for controlling conflicting attributes which can have similar effects and close meanings. In this paper, an interval type-2 fuzzy feature selection is presented as a new approach for removing irrelevant features and reducing complexity. We demonstrate how can Feature ...