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Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks 期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
作者:  Li, Dan;  Li, Yijun;  Wang, Chaoqun;  Chen, Min;  Wu, Qi
收藏  |  浏览/下载：122/0  |  提交时间：2023/02/07
Carbon price forecast  Granger forecast  Real-time decomposition  Neural Granger causality  Causal temporal convolutional network  
Signed Social Networks With Biased Assimilation 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 67, 期号: 10, 页码: 5134-5149
作者:  Wang, Lingfei;  Hong, Yiguang;  Shi, Guodong;  Altafini, Claudio
收藏  |  浏览/下载：67/0  |  提交时间：2023/02/07
Social networking (online)  Bifurcation  Analytical models  Network topology  Stability analysis  Hypercubes  Topology  Biased assimilation  opinion dynamics  signed social networks  
Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：87/0  |  提交时间：2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Set Stabilization of Boolean Control Networks via Output-Feedback Controllers 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 10
作者:  Jia, Yingzhe;  Wang, Biao;  Feng, Jun-E;  Cheng, Daizhan
收藏  |  浏览/下载：172/0  |  提交时间：2022/04/29
Stability criteria  Matrix converters  Switches  Heuristic algorithms  Nonlinear systems  Matrix decomposition  Linear systems  Boolean control network (BCN)  output-feedback stabilization  semitensor product of matrices  time-varying set stabilizers  
An Implicit Function-Based Adaptive Control Scheme for Noncanonical-Form Discrete-Time Neural-Network Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 12, 页码: 5728-5739
作者:  Zhang, Yanjun;  Tao, Gang;  Chen, Mou;  Chen, Wen;  Zhang, Zhengqiang
收藏  |  浏览/下载：139/0  |  提交时间：2022/04/02
Adaptive control  Uncertainty  Nonlinear systems  Adaptation models  Asymptotic stability  Stability analysis  Adaptive control  asymptotic output tracking  discrete time (DT)  implicit function  noncanonical form  
A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 5, 页码: 2676-2686
作者:  Gu, Haibo;  Wang, Xiong;  Liu, Kexin;  Lu, Jinhu
收藏  |  浏览/下载：176/0  |  提交时间：2021/06/01
Synchronization  Protocols  Stochastic processes  Artificial neural networks  Adaptive systems  Perturbation methods  Complex dynamical network  Lyapunov function  networked system  stochastic perturbation  synchronization  
Neural Network-Based Model-Free Learning Approach for Approximate Optimal Control of Nonlinear Systems 期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2021, 卷号: E104A, 期号: 2, 页码: 532-541
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：123/0  |  提交时间：2021/10/26
infinite-time horizon  approximate optimal control design  completely model-free  neural network  
Recovering node parameters and topologies of uncertain non-linearly coupled complex networks 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 1, 页码: 105-115
作者:  Wang, Xiong;  Gu, Haibo;  Chen, Yao;  Lu, Jinhu
收藏  |  浏览/下载：141/0  |  提交时间：2020/05/24
complex networks  uncertain systems  synchronisation  delays  nonlinear control systems  adaptive control  topology  node dynamics  network topologies  adaptive anticipatory synchronisation-based approaches  unknown node parameters  response network  node delay  node parameters  uncertain nonlinearly coupled complex networks  
Dynamic social balance and convergent appraisals via homophily and influence mechanisms 期刊论文
AUTOMATICA, 2019, 卷号: 110, 页码: 11
作者:  Mei, Wenjun;  Cisneros-Velarde, Pedro;  Chen, Ge;  Friedkin, Noah E.;  Bullo, Francesco
收藏  |  浏览/下载：156/0  |  提交时间：2020/05/24
Structural balance  Multi-agent systems  Homophily/Influence mechanisms  Nonlinear network dynamics  
Global synchronization under PI/PD controllers in general complex networks with time-delay 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 12-22
作者:  Liu, Peng;  Gu, Haibo;  Kang, Yu;  Lu, Jinhu
收藏  |  浏览/下载：166/0  |  提交时间：2020/01/10
Global synchronization  Directed network  Time-delay  PID controller  Lyapunov method