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Zhiyuan Lin

University of Leeds

SCHOLARLY PAPERS

6

DOWNLOADS

366

TOTAL CITATIONS

2

Scholarly Papers (6)

1.

Predicting Primary Delay of Train Services Using Graph-Embedding Based Machine Learning

Number of pages: 36 Posted: 07 Jun 2023
Ruifan Tang, Ronghui Liu and Zhiyuan Lin
affiliation not provided to SSRN, University of Leeds and University of Leeds
Downloads 96 (720,278)

Abstract:

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Machine LearningGraph EmbeddingStructural Deep Network EmbeddingSingular Value DecompositionPrinciple Component AnalysisTrain Delay Prediction

2.

A Reinforcement Learning Approach to Solving Very-Short Term Train Rescheduling Problem for a Single-Track Rail Corridor

Number of pages: 47 Posted: 23 May 2024
Jin Liu, Zhiyuan Lin and Ronghui Liu
University of Leeds, University of Leeds and University of Leeds
Downloads 65 (924,743)
Citation 1

Abstract:

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Reinforcement learning, Q learning, train rescheduling, single track, railway traffic management.

3.

Crowdshipping with Integrated Bidding, Pricing, Matching and Routing Optimisation

Number of pages: 46 Posted: 08 May 2024
Xue Wu, Judith Y.T. Wang, Zhiyuan Lin and Dawei Hu
affiliation not provided to SSRN, University of Leeds, University of Leeds and affiliation not provided to SSRN
Downloads 59 (1,000,027)

Abstract:

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Crowdshipping, bidding, Matching, Routing, Compensation schemes, Adaptive large neighborhood search

4.

Integrating Line Planning, Timetabling, Rolling-Stock Scheduling, and Passenger Routing in High-Speed Railway Networks by Lagrangian Relaxation with Demand-Matching Strategy

Number of pages: 36 Posted: 29 Mar 2024
affiliation not provided to SSRN, Beijing Jiaotong University, Beijing Jiaotong University, University of Leeds and University of Leeds
Downloads 57 (1,000,027)

Abstract:

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integrated optimisation, line planning, train timetabling, rolling-stock scheduling, passenger routing, Lagrangian relaxation

5.

Optimisation of Carriage Scheduling and Parking Problem in Passenger-Oriented Rail Mav (Pr-Mav) System Considering Passenger Entry Distribution: A Hybrid Heuristic Approach

Number of pages: 52 Posted: 24 Jun 2025
affiliation not provided to SSRN, University of Leeds, Beihang University (BUAA) and University of Leeds
Downloads 50 (1,074,648)
Citation 1

Abstract:

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Rail transit passengers, modification of transportation facility, modular autonomous vehicle (MAV), carriage scheduling and parking optimisation, hybrid heuristic approach

6.

Weekly Train Timetabling Integrating Stop Planning for High-Speed Rail Lines

Number of pages: 31 Posted: 23 Nov 2024
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, University of Leeds and University of Leeds
Downloads 39 (1,209,354)

Abstract:

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Train Timetabling, weekly timetable, stop planning, Passenger Demand, Lagrangian relaxation, time-space network