type-2 TSK fuzzy modelGaussian mixture modelfuzzy systemEM(expectation maximization) algorithm 二型TSK模糊模型高斯混合模型模糊系统期望值的最大化算法This work explores how the uncertain Gaussian mixture model(UGMM) can be translated to an additive type-2 TSK(Takagi-Sugeno-Kang) fuzzy logic system. ...
In order to overcome the difficulty in Takagi-Sugeno-Kang (TSK) fuzzy modeling for large datasets, scalable TSK (STSK) fuzzy-model training is investigated in this study based on the core-set-based minimal-enclosing-ball (MEB) approximation technique. The specified L2-norm penalty-based -insensi...
In this paper we propose a hybrid algorithm to optimize the structure of TSK type fuzzy model using backpropagation (BP) learning algorithm and non-dominated sorting genetic algorithm (NSGA-II). In a first step, BP algorithm is used to optimize the parameters of the model (parameters of membe...
IdentifyingRule-BasedTSKFuzzyModelsManfredMännleInstituteforComputerDesignandFaultToleranceUniversityofKarlsruheD-76128Karlsruhe,GermanyPhone:+49721608-6323,Fax:+49721608-3962Email:maennle@computerABSTRACT:Thisarticlepresentsarule-basedfuzzymodelfortheidentificationofnonlinearMISO(multipleinput,singleoutput)systems...
网络模型 网络释义 1. 模型 二型TSK模... ... ) TSK fuzzy model 模糊模型 )TSK model模型) TSK-type recurrent fuzzy neural network 型递归模糊神经网络 ... www.dictall.com|基于 1 个网页 例句 释义: 全部,模型
This paper presents a Takagi-Sugeno-Kang (TSK) fuzzy controller based on a TSK fuzzy model consisting of TSK fuzzy rules of which consequents are a state equation and have a constant term. The proposed controller consists of TSK fuzzy rules and guarantees the stability of the closed loop syst...
In this paper, an orthogonal least-squares (OLS) based modeling method is developed, named the constrained OLS (C-OLS), for generating simple and efficient TSK fuzzy models. The method is a two-stage model building technique, where both premise and consequent identification are simultaneously perf...
TSK Fuzzy Model Base on Least-Squares Support Vector Machines 基于最小二乘支持向量机的TSK模糊模型 2. An Improved Fuzzy Reasoning Algorithm Based on TSK Model 基于TSK模型的模糊推理改进算法 3. TSK Fuzzy Systems Based on Fuzzy Partition and Support Vector Machines 基于模糊划分和支持向量机的TSK...
The proposed fuzzy modeling approach has three significant modules: (1) generate initial rule-base, (2) Construct a new rule and add to rule-base, (3) tune rule-base. The proposed approach has been successfully applied to benchmark data sets. The results show the superiority of the model ...