The proposed type 2 fuzzy system model structure is a collection of embedded type 1 fuzzy system models identified for different values of level of fuzziness. The proposed type 2 FSM method have four major components: (1) Data preprocessing, (2) Structure identification, (3) Parameter tuning, ...
2. The FHCMAC can be regarded as a fuzzy logical system implemented by a basis neural network. 可以将 FHCMAC看作用基函数网络实现的模糊逻辑系统 ,兼有 HCMAC神经网络和模糊逻辑两者的优点 ,既可以较容易表达定性或模糊的经验知识 ,又具有很好的学习性能 。 3. This paper discusses the Gauss fuzzy ...
The broad learning system (BLS) has been identified as an important research topic in machine learning. However, the typical BLS suffers from poor robustness for uncertainties because of its characteristic of the deterministic representation. To overcome this problem, a type-2 fuzzy BLS (FBLS) is...
Type-1FuzzySystemIntervalType-2FuzzySystemGeneralizedType-2FuzzySystemFuzzyControllerMobilerobotControlabstractTheaimofthispaperistoshowthataGeneralizedType-2FuzzyControlSystemcanoutperformType-1andIntervalType-2FuzzyControlSystemswhenexternalperturbationsarepresent.AGeneralizedType-2FuzzySystemcanhandlebetteruncertainty...
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: ...
The results were discussed before the application of a fuzzy system of type-2 in an attempt to make the same prediction. Initially we present concepts and features of the market in question followed by a brief introduction on fuzzy systems of type-2 and statistical analysis of time series. ...
This type-II fuzzy system takes cropping time and soil nutrients in the form of spatial surfaces as input, fuzzifies it using a type-II fuzzy membership function, and implies fuzzy rules on it in the fuzzy inference engine. The output of the fuzzy inference engine, which is in the form ...
Infrared image enhancement algorithm based on Type-Ⅱ Fuzzy Sets; 提出了一种基于Type-Ⅱ模糊集的红外图像增强算法,该算法首先根据像素的邻域相关性对图像进行预处理,然后以Ostu分割阈值为基础,构造了红外图像的Type-Ⅱ模糊特征平面;然后,采用不同的变换规则对图像进行模糊增强,并将结果进行融合;最后,通过Type red...
In the past decades, Type 2 Fuzzy Logic System (T2 FLS) has been widely used in engineering applications. To outperform the Type 1 FLSs, T2 can be applied with dynamic uncertainties. In the present work, the Genetic Algorithm (GA) is used to design the least cost Water Distribution ...
The basic theory of a type-2 Fuzzy Logic Systems (FLSs) is presented, an efficient and simplified method to convert a type-2 fuzzy to a crisp result in a type-2 FLS is proposed, which is a straightforward way for the liberation of computation complexity, and the example shows that it ...