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Robust and Noise-Insensitive Recursive Maximum Correntropy-Based Evolving Fuzzy System Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 9,Page: 2277-2284
Authors:  Rong,Hai Jun;  Yang,Zhi Xin;  Wong,Pak Kin
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Correntropy  evolving fuzzy system (EFS)  excess mean square error (EMSE)  recursive  
Direct Adaptive Data Cloud based Fuzzy Control for NARMAX System Conference paper
IEEE International Conference on Industrial Engineering and Engineering Management
Authors:  Yang,Zhao Xu;  Rong,Hai Jun;  Yang,Zhi Xin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Data Clouds  Direct Adaptive Fuzzy Control  Evolving Fuzzy System  NARMAX System  Pruning Strategy  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View | Adobe PDF | Favorite |  | TC[WOS]:27 TC[Scopus]:29 | Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Correntropy-Based Evolving Fuzzy Neural System Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 3,Page: 1324-1338
Authors:  Bao, Rong-Jing;  Rong, Hai-Jun;  Angelov, Plamen P.;  Chen, Badong;  Wong, Pak Kin
Favorite |  | TC[WOS]:22 TC[Scopus]:24 | Submit date:2018/10/30
Correntropy  Evolving Fuzzy Neural System (Efns)  Mean-square Error (Mse)  Nonlinear System  Steady-state Excess Mean Square Error (Emse)  
Self-evolving fuzzy model-based controller with online structure and parameter learning for hypersonic vehicle Journal article
AEROSPACE SCIENCE AND TECHNOLOGY, 2017,Volume: 64,Page: 1-15
Authors:  Rong, Hai-Jun;  Yang, Zhao-Xu;  Wong, Pak Kin;  Vong, Chi Man;  Zhao, Guang-She
Favorite |  | TC[WOS]:19 TC[Scopus]:21 | Submit date:2018/10/30
Hypersonic Vehicle  Self-evolving Fuzzy Model  Structure Learning  Parameter Learning