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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 | View/Download:1219/93 | TC[WOS]:12 TC[Scopus]:23 | 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 | View/Download:33/0 | TC[WOS]:8 TC[Scopus]:18 | 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 | View/Download:16/0 | TC[WOS]:0 TC[Scopus]:1 | 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 | View/Download:27/0 | TC[WOS]:10 TC[Scopus]:17 | 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 | View/Download:32/0 | TC[WOS]:1 TC[Scopus]:5 | 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 | View/Download:32/0 | TC[WOS]:8 TC[Scopus]:11 | Submit date:2018/10/30
Meta-cognitive Learning  Backstepping Control  Nonlinear Systems  Fuzzy Neural Control  
A novel forecasting method based on multi-order fuzzy time series and technical analysis Journal article
Information Sciences, 2016,Volume: 367-368,Page: 41-57
Authors:  Ye F.;  Zhang L.;  Zhang D.;  Fujita H.;  Gong Z.
Favorite | View/Download:15/0 | TC[WOS]:35 TC[Scopus]:54 | Submit date:2019/02/12
Financial Forecasting  Fuzzy Time Series  Genetic Algorithm  Technical Analysis  
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 | View/Download:5/0 | TC[WOS]:9 TC[Scopus]:11 | Submit date:2019/02/13
Complicated nonlinear system  Ge-Li fuzzy model  synchronizations of systems with distinct structures  
High level classification recommended decision making for Autonomous Ground Vehicle (AGV) Journal article
Journal of Computational and Theoretical Nanoscience, 2016,Volume: 13,Issue: 7,Page: 4284-4292
Authors:  Rehman, Naeem Ur;  Asghar, Sohail;  Usman, Muhammad;  Fong, Simon;  Cho, Kyungeun;  Park, Yong Woon
Favorite | View/Download:15/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
Autonomous Ground Vehicle  Classification  Fusion  Fuzzy Rules  Kalman Filter  
A data modification technique in PPDM based on ant colony optimization approach Conference paper
Frontiers in Artificial Intelligence and Applications, Univ Macau, Macao, PEOPLES R CHINA, FEB 12, 2015
Authors:  Ansari M.Z.H.;  Asghar S.;  Zhuang Y.;  Fong S.
Favorite | View/Download:13/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/13
Aco  Ant Colony Optimization  Ppdm  Privacy Preserving Data Mining