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Machine Learning Methods in Solving the Boolean Satisfiability Problem 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:  Wenxuan Guo;  Hui-Ling Zhen;  Xijun Li;  Wanqian Luo;  Mingxuan Yuan;  Yaohui Jin;  Junchi Yan
Adobe PDF(1518Kb)  |  收藏  |  浏览/下载：18/6  |  提交时间：2024/04/23
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
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：106/53  |  提交时间：2023/08/10
High-speed railway  reinforcement learning  train timetable rescheduling  Transformer  
A Privacy-Preserving Distributed Subgradient Algorithm for the Economic Dispatch Problem in Smart Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1625-1627
作者:  Qian Xu;  Chutian Yu;  Xiang Yuan;  Zao Fu;  Hongzhe Liu
Adobe PDF(1006Kb)  |  收藏  |  浏览/下载：93/32  |  提交时间：2023/06/14
Game and Dynamic Communication Path-Based Pricing Strategies for Microgrids Under Communication Interruption 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1032-1047
作者:  Bo Zhang;  Chunxia Dou;  Dong Yue;  Ju H. Park;  Yudi Zhang;  Zhanqiang Zhang
Adobe PDF(3789Kb)  |  收藏  |  浏览/下载：243/98  |  提交时间：2023/03/22
Communication interruption  dynamic regulating  game  microgrid cluster  pricing