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Analysis and Design of Functionally Weighted Single-Input-Rule-Modules Connected Fuzzy Inference Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 期号: 1, 页码: 56-71
Authors:  Li, Chengdong;  Gao, Junlong;  Yi, Jianqiang;  Zhang, Guiqing
Favorite  |  View/Download:17/0  |  Submit date:2018/10/10
Data-driven Method  Fuzzy Inference System (Fis)  Least-squares Method  Parameter Learning  Single-input Rule Module (Sirm)  
Data-driven design of the extended fuzzy neural network having linguistic outputs 期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 卷号: 34, 期号: 1, 页码: 349-360
Authors:  Li, Chengdong;  Ding, Zixiang;  Qian, Dianwei;  Lv, Yisheng
Favorite  |  View/Download:15/0  |  Submit date:2018/10/10
Data-driven Method  Fuzzy Neural Network  Multi-objective Optimization  Structure Reduction  
A fast learning method for data-driven design of interval type-2 fuzzy logic system 期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 卷号: 32, 期号: 3, 页码: 2705-2715
Authors:  Li, Chengdong;  Zhang, Guiqing;  Yi, Jianqiang;  Shang, Fang;  Gao, Junlong
Favorite  |  View/Download:60/0  |  Submit date:2017/05/05
Data-driven Method  Fast Learning  Fuzzy Logic System  Anfis  Type-2 Fuzzy  
On the Monotonicity of Interval Type-2 Fuzzy Logic Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 卷号: 22, 期号: 5, 页码: 1197-1212
Authors:  Li, Chengdong;  Yi, Jianqiang;  Zhang, Guiqing
View  |  Adobe PDF(1881Kb)  |  Favorite  |  View/Download:57/8  |  Submit date:2015/09/18
Data-driven Method  Fuzzy Logic System  Modeling And Control  Monotonicity  Type-2 Fuzzy  Type-reduction And Defuzzification Method  
Data-driven modeling and optimization of thermal comfort and energy consumption using type-2 fuzzy method 期刊论文
SOFT COMPUTING, 2013, 卷号: 17, 期号: 11, 页码: 2075-2088
Authors:  Li, Chengdong;  Zhang, Guiqing;  Wang, Ming;  Yi, Jianqiang
View  |  Adobe PDF(1108Kb)  |  Favorite  |  View/Download:100/22  |  Submit date:2015/08/12
Type-2 Fuzzy  Data-driven Method  Thermal Comfort  Multiobjective Optimization  Energy Saving