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| Policy Gradient Adaptive Dynamic Programming for Model-Free Multi-Objective Optimal Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1060-1062 作者: Hao Zhang; Yan Li; Zhuping Wang; Yi Ding; Huaicheng Yan Adobe PDF(504Kb)  |  收藏  |  浏览/下载:86/35  |  提交时间:2024/03/18 |
| Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1822-1833 作者: Wei Xu; Chen Zhao; Jie Cheng; Yin Wang; Yiqing Tang; Tao Zhang; Zhiming Yuan; Yisheng Lv; Fei-Yue Wang Adobe PDF(3484Kb)  |  收藏  |  浏览/下载:108/55  |  提交时间:2023/08/10 High-speed railway reinforcement learning train timetable rescheduling Transformer |
| Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1530-1543 作者: Guijun Ma; Zidong Wang; Weibo Liu; Jingzhong Fang; Yong Zhang; Han Ding; Ye Yuan Adobe PDF(4250Kb)  |  收藏  |  浏览/下载:143/61  |  提交时间:2023/06/14 Deep transfer learning domain adaptation hyperparameter selection lithium-ion batteries (LIBs) particle swarm optimization state of health estimation (SOH) |
| A Data-Based Feedback Relearning Algorithm for Uncertain Nonlinear Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1288-1303 作者: Chaoxu Mu; Yong Zhang; Guangbin Cai; Ruijun Liu; Changyin Sun Adobe PDF(4205Kb)  |  收藏  |  浏览/下载:219/108  |  提交时间:2023/04/26 Data episodes experience replay neural networks reinforcement learning (RL) uncertain systems |
| A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1048-1063 作者: Ye Tian; Yuandong Feng; Xingyi Zhang; Changyin Sun Adobe PDF(2003Kb)  |  收藏  |  浏览/下载:302/98  |  提交时间:2023/03/22 Evolutionary computation fast clustering sparse multi-objective optimization super-large-scale optimization |
| CoRE: Constrained Robustness Evaluation of Machine Learning-Based Stability Assessment for Power Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 557-559 作者: Zhenyong Zhang; David K. Y. Yau Adobe PDF(618Kb)  |  收藏  |  浏览/下载:122/30  |  提交时间:2023/01/16 |
| Design and Robustness Analysis of a Wave-Based Controller for Tethered Towing of Defunct Satellites 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 278-280 作者: Rui Qi; Yang Zhang; Krishna D. Kumar Adobe PDF(15532Kb)  |  收藏  |  浏览/下载:135/27  |  提交时间:2023/01/03 |
| STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238 作者: Zebing Wei; Hongxia Zhao; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang Adobe PDF(7068Kb)  |  收藏  |  浏览/下载:258/65  |  提交时间:2023/01/03 Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| Probabilistic Lane-Change Decision-Making and Planning for Autonomous Heavy Vehicles 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2161-2173 作者: Wen Hu; Zejian Deng; Dongpu Cao; Bangji Zhang; Amir Khajepour; Lei Zeng; Yang Wu Adobe PDF(15288Kb)  |  收藏  |  浏览/下载:162/50  |  提交时间:2022/12/02 Autonomous heavy truck decision-making driving aggressiveness risk assessment trajectory planning |
| Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1801-1817 作者: Ye Tian; Haowen Chen; Haiping Ma; Xingyi Zhang; Kay Chen Tan; Yaochu Jin Adobe PDF(2151Kb)  |  收藏  |  浏览/下载:184/59  |  提交时间:2022/09/08 Conjugate gradient differential evolution evolutionary computation large-scale multi-objective optimization mathematical programming |