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Solving the railway timetable rescheduling problem with graph neural networks

Abstract This study solves the train timetable rescheduling (TTR) problem from a brand-new perspective. We assume that train traffic controllers take three main actions, i.e., adjusting dwelling times, running times, and train orders, to reschedule the timetable in real-time dispatching. To raise th...

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Hlavní autoři: Ping Huang, Zihuan Peng, Zhongcan Li, Qiyuan Peng
Médium: Artigo
Jazyk:Inglês
Vydáno: SpringerOpen 2025-09-01
Edice:Railway Engineering Science
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On-line přístup:https://doi.org/10.1007/s40534-025-00383-7
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