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Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
Adobe PDF(2100Kb)  |  收藏  |  浏览/下载：35/6  |  提交时间：2024/04/10
Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者:  Hongyi Lin;  Yang Liu;  Shen Li;  Xiaobo Qu
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：178/103  |  提交时间：2023/08/10
Autonomous driving  generative adversarial network (GAN)  intelligent transportation system (ITS)  traffic anomaly inspection  traffic flow  
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(11937Kb)  |  收藏  |  浏览/下载：910/148  |  提交时间：2023/03/02
Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
The Metaverse of Mind: Perspectives on DeSci for DeEco and DeSoc 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2043-2046
作者:  Fei-Yue Wang
Adobe PDF(101Kb)  |  收藏  |  浏览/下载：127/43  |  提交时间：2022/12/02
Development and Control of Underwater Gliding Robots: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1543-1560
作者:  Wang, Jian;  Wu, Zhengxing;  Dong, Huijie;  Tan, Min;  Yu Junzhi
Adobe PDF(183Kb)  |  收藏  |  浏览/下载：331/162  |  提交时间：2022/08/19
Buoyancy driven  motion control  oceanic applications  system development  underwater gliding robots  
Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1948-1955
作者:  Yang Zhao;  Yanguang Cai;  Qiwen Song
Adobe PDF(8376Kb)  |  收藏  |  浏览/下载：135/33  |  提交时间：2021/09/03
Energy management  model predictive control(MPC)  optimal control  plug-in hybrid electric vehicle (PHEV)  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
Adobe PDF(18247Kb)  |  收藏  |  浏览/下载：173/21  |  提交时间：2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Decentralized Dynamic Event-Triggered Communication and Active Suspension Control of In-Wheel Motor Driven Electric Vehicles with Dynamic Damping 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 971-986
作者:  Iftikhar Ahmad;  Xiaohua Ge;  Qing-Long Han
Adobe PDF(3638Kb)  |  收藏  |  浏览/下载：203/44  |  提交时间：2021/04/09
Active suspension control  decentralized event-triggered control  dynamic damper  dynamic event-triggered communication  in-wheel motor driven electric vehicle