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Personal profile
Research profile
Chen Dawei is a Ph.D. Student at the Department of Industrial Engineering and Innovation Sciences. He received an MSc in Transportation Management and Planning from Central South University, China. Under the supervision of David Lai and Tom van Woensel, his current research focuses on machine learning and vehicle routing problem.
Education/Academic qualification
Technology, Master, Transportation Management and Planning, Central South University
1 Sept 2018 → 1 Jun 2021
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A reinforcement learning approach for the dynamic vehicle routing and scheduling problem with stochastic request times and time-dependent, stochastic travel times
Chen, D. (Corresponding author), Imdahl, C., Lai, D. & van Woensel, T., Jan 2026, In: Transportation Research. Part C: Emerging Technologies. 182, 21 p., 105387.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Link opens in a new tab Citations (Scopus)132 Downloads (Pure) -
Dynamic and Stochastic Vehicle Routing Problems: A reinforcement learning approach
Chen, D., 2 Jun 2026, Eindhoven: Eindhoven University of Technology. 181 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile104 Downloads (Pure) -
The Dynamic Traveling Salesman Problem with Time-Dependent and Stochastic travel times: A Deep Reinforcement Learning Approach
Chen, D. (Corresponding author), Imdahl, C., Lai, D. & van Woensel, T., Mar 2025, In: Transportation Research. Part C: Emerging Technologies. 172, 20 p., 105022.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Link opens in a new tab Citations (Scopus)632 Downloads (Pure) -
A Rolling-Horizon Strategy for Dynamic Rebalancing of Free-Floating Bike-Sharing Systems
Chen, D., Chen, Q. (Corresponding author), Imdahl, C. & van Woensel, T., Nov 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 11, p. 12123-12140 18 p., 10164286.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile12 Link opens in a new tab Citations (Scopus)816 Downloads (Pure) -
Vehicle routing problem of contactless joint distribution service during COVID-19 pandemic
Chen, D., Pan, S., Chen, Q. (Corresponding author) & Liu, J., Nov 2020, In: Transportation Research Interdisciplinary Perspectives. 8, 14 p., 100233.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile56 Link opens in a new tab Citations (Scopus)87 Downloads (Pure)
Press/Media
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Central South University Researcher Has Published New Study Findings on Transportation Safety and Environment (Changeable shared bus lane scheme for intersections based on lane signals)
9/11/22
1 item of Media coverage
Press/Media: Expert Comment