UM

Browse/Search Results:  1-10 of 34 Help

Selected(0)Clear Items/Page:    Sort:
Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Fuzzy logic  Heuristic algorithms  input-to-state stability  Nonlinear dynamical systems  Optimal control  optimal control  Power system dynamics  robust actor-critic learning  Stability criteria  Uncertainty  unmodeled dynamics  
A fast linearized numerical method for nonlinear time-fractional diffusion equations Journal article
Numerical Algorithms, 2020
Authors:  Lyu,Pin;  Vong,Seakweng
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/09
Caputo derivative  Linearized method  Nonlinear time-fractional diffusion equation  
Low-Cost Approximation-Based Adaptive Tracking Control of Output-Constrained Nonlinear Systems Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020
Authors:  Zhao,Kai;  Song,Yongduan;  Meng,Wenchao;  Chen,C. L.P.;  Chen,Long
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/09
Asymmetric output constraint  neural adaptive control  nonlinear systems  universal barrier function.  
Extended dimension fuzzy adaptive control for nonlinear uncertain stochastic systems with actuator constraints Journal article
Nonlinear Dynamics, 2019,Volume: 98,Issue: 2,Page: 1315-1329
Authors:  Wang,Jianhui;  Liu,Zhi;  Chen,C. L.Philip;  Zhang,Yun;  Lai,Guanyu
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/09
Actuator failure  Adaptive control  Backstepping  Fuzzy logic systems  Nonlinear systems  Transient performance  
Universal Approximation Capability of Broad Learning System and Its Structural Variations Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 4,Page: 1191-1204
Authors:  Chen,C. L.Philip;  Liu,Zhulin;  Feng,Shuang
Favorite |  | TC[WOS]:63 TC[Scopus]:83 | Submit date:2021/03/09
Broad learning system (BLS)  deep learning  face recognition  functional link neural networks (FLNNs)  nonlinear function approximation  time-variant big data modeling  universal approximation  
A Regularized Variable Projection Algorithm for Separable Nonlinear Least-Squares Problems Journal article
IEEE Transactions on Automatic Control, 2019,Volume: 64,Issue: 2,Page: 526-537
Authors:  Chen G.-Y.;  Gan M.;  Chen C.L.P.;  Li H.-X.
Favorite |  | TC[WOS]:91 TC[Scopus]:96 | Submit date:2019/02/11
Data fitting  regularization  separable nonlinear least squares (SNLLS)  variable projection (VP)  weighted generalized cross validation (WGCV)  
A comprehensive comparison and overview of R packages for calculating sample entropy Journal article
Biology Methods and Protocols, 2019,Volume: 4,Issue: 1
Authors:  Chen C.;  Sun S.;  Cao Z.;  Shi Y.;  Sun B.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/03/03
Comparison  Nonlinear Dynamics  r Package  Sample Entropy  Time Series  
Neural networks-based adaptive control for nonlinear state constrained systems with input delay Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 4,Page: 1249-1258
Authors:  Li,Da Peng;  Liu,Yan Jun;  Tong,Shaocheng;  Philip Chen,C. L.;  Li,Dong Juan
Favorite |  | TC[WOS]:116 TC[Scopus]:121 | Submit date:2021/03/09
Adaptive control  Backstepping  Barrier Lyapunov functions (BLFs)  Input-delay systems  Neural networks (NNs)  
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems with Unknown Nonaffine Dead-Zone Input Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 1,Page: 295-305
Authors:  Liu Y.-J.;  Li S.;  Tong S.;  Chen C.L.P.
Favorite |  | TC[WOS]:32 TC[Scopus]:32 | Submit date:2019/02/11
Discrete-time systems  neural networks (NNs)  nonlinear systems  optimal control  reinforcement learning  
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems With Unknown Nonaffine Dead-Zone Input Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019,Volume: 30,Issue: 1,Page: 295-305
Authors:  Liu, Yan-Jun;  Li, Shu;  Tong, Shaocheng;  Chen, C. L. Philip
Favorite |  | TC[WOS]:32 TC[Scopus]:32 | Submit date:2019/01/17
Discrete-time systems  neural networks (NNs)  nonlinear systems  optimal control  reinforcement learning