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Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling

Wei Xu Chen Zhao Jie Cheng Yin Wang Yiqing Tang Tao Zhang Zhiming Yuan Yisheng Lv Fei-Yue Wang

自动化学报（英文版）2023，Vol.10Issue(9)：1822-1833,12.
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自动化学报（英文版）2023，Vol.10Issue(9)：1822-1833,12.DOI:10.1109/JAS.2023.123501

Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling

Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling

Wei Xu 1Chen Zhao 2Jie Cheng 2Yin Wang 2Yiqing Tang 2Tao Zhang 3Zhiming Yuan 3Yisheng Lv 2Fei-Yue Wang4

作者信息

  • 1. Faculty of Innovation Engineering,Macao University of Science and Technology,Macao 999078,and also with the Signal&Communication Research Institute,China Academy Railway Sciences,Beijing 100081,China
  • 2. School of Artificial Intelligence,University of Chinese Academy of Sciences,Beijing 100049,and also with the State Key Laboratory for Management and Control of Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China
  • 3. Signal&Communication Research Institute,China Academy Railway Sciences,Beijing 100081,China
  • 4. State Key Laboratory for Management and Control of Complex Systems, Chinese Academy of Sciences, Beijing 100190, and also with the Macao Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China
  • 折叠

摘要

关键词

High-speed railway/reinforcement learning/train timetable rescheduling/Transformer

Key words

High-speed railway/reinforcement learning/train timetable rescheduling/Transformer

引用本文复制引用

Wei Xu,Chen Zhao,Jie Cheng,Yin Wang,Yiqing Tang,Tao Zhang,Zhiming Yuan,Yisheng Lv,Fei-Yue Wang..Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling[J].自动化学报（英文版）,2023,10(9):1822-1833,12.

基金项目

This work was supported partially by the National Natural Science Foundation of China(61790573,61790575),the Center of National Railway Intelligent Transportation System Engineering and Technology(RITS2019KF03),China Academy of Railway Sciences Corporation Limited,China Railway Project(N2019G020),China Railway Project(L2022X002),and the Key Project of Science and Technology Research Plan of China Academy of Railway Sciences Group Co.Ltd.(2022YJ326). （61790573,61790575）

自动化学报（英文版）

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2329-9266

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