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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  
A novel-designed fuzzy logic control structure for control of distinct chaotic systems Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 10,Page: 2391-2406
Authors:  Shih‑Yu Li;  Lap‑Mou Tam;  Hsien‑Keng Chen;  Chin‑Sheng Chen
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Fuzzy Logic Control  Nonlinear Systems  Lyapunov Stability Theory  
Composite Monte Carlo decision making under high uncertainty of novel coronavirus epidemic using hybridized deep learning and fuzzy rule induction Journal article
Applied Soft Computing, 2020,Volume: 93
Authors:  Simon James Fong;  Gloria Li;  Nilanjan Dey;  Rubén González Crespo;  Enrique Herrera-Viedma
Favorite |  | TC[WOS]:40 TC[Scopus]:69 | Submit date:2021/03/09
Monte Carlo Simulation  Decision Support  Covid-19  2019-ncov  Coronavirus  
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]:31 TC[Scopus]:34 | 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]:23 TC[Scopus]:27 | Submit date:2018/10/30
Correntropy  Evolving Fuzzy Neural System (Efns)  Mean-square Error (Mse)  Nonlinear System  Steady-state Excess Mean Square Error (Emse)  
Fuzzy adaptive control of two totally different chaotic systems with complicated structures by novel pragmatically adaptive control strategy Journal article
SOFT COMPUTING, 2017,Volume: 21,Issue: 22,Page: 6783-6800
Authors:  Chen, Chin-Sheng;  Tsai, Shun-Hung;  Tam, Lap-Mou;  Li, Shih-Yu
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2018/10/30
Ge-Li fuzzy model  Pragmatical adaptive control  Lyapunov function  Complicated chaotic system  
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  
Adaptive Self-Learning Fuzzy Autopilot Design for Uncertain Bank-to-Turn Missiles Journal article
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2017,Volume: 139,Issue: 4
Authors:  Rong, Hai-Jun;  Yang, Zhao-Xu;  Wong, Pak Kin;  Vong, Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:7 | Submit date:2018/10/30
A novel meta-cognitive fuzzy-neural model with backstepping strategy for adaptive control of uncertain nonlinear systems Journal article
NEUROCOMPUTING, 2017,Volume: 230,Page: 332-344
Authors:  Rong, Hai-Jun;  Yang, Zhao-Xu;  Wong, Pak Kin;  Vong, Chi Man;  Zhao, Guang-She
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2018/10/30
Meta-cognitive Learning  Backstepping Control  Nonlinear Systems  Fuzzy Neural Control  
Novel Fuzzy Modeling and Synchronization of Chaotic Systems with Multinonlinear Terms by Advanced Ge-Li Fuzzy Model Journal article
IEEE Transactions on Cybernetics, 2016,Volume: 46,Issue: 10,Page: 2228-2237
Authors:  Li S.-Y.;  Tam L.-M.;  Tsai S.-E.;  Ge Z.-M.
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2019/02/13
Complicated nonlinear system  Ge-Li fuzzy model  synchronizations of systems with distinct structures