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Intelligent Train Operation Algorithms for Subway by Expert System and Reinforcement Learning

9 references·5 citing·25 second hop

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References

2003Energy-efficient operation of rail vehicles589 cited
2000On an optimal control problem of train operation586 cited
2013A Subway Train Timetable Optimization Approach Based on Energy-Efficient Operation Strategy380 cited
2013Single-Train Trajectory Optimization345 cited
1997Optimising train movements through coastcontrolusing genetic algorithms326 cited
1996Optimal strategies for the control of a train288 cited
2007Optimal driving strategy for traction energy saving on DC suburban railways251 cited
2013Optimal trajectory planning for trains – A pseudospectral method and a mixed integer linear programming approach242 cited
2003Multicriteria Evaluation of High-speed Rail, Transrapid Maglev and Air Passenger Transport in Europe144 cited

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2017Research and development of automatic train operation for railway transportation systems: A survey387 cited
2022A literature review of Artificial Intelligence applications in railway systems363 cited
2017Dynamic passenger demand oriented metro train scheduling with energy-efficiency and waiting time minimization: Mixed-integer linear programming approaches342 cited
2016Energy-efficient metro train rescheduling with uncertain time-variant passenger demands: An approximate dynamic programming approach319 cited
2018

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A Scalable Reinforcement Learning Algorithm for Scheduling Railway Lines

151 cited