dr. L. Xie (Lin)

Assitant Professor AI/OR Smart & Sustainable Industry
BMS-HBE-IEBIS
Ravelijn 4410
lin.xie@utwente.nl
+31534899143
Visitekaartje

Expertises

  • Computer Science

    • Models
    • Mobile Robotics
    • Public Bus
    • Real World
    • Robot

  • Social Sciences

    • Problem
    • Public Transport
    • Scheduling

Organisaties

Publicaties

2024
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. ArXiv.org. Berto, F., Hua, C., Park, J., Luttmann, L., Ma, Y., Bu, F., Wang, J., Ye, H., Kim, M., Choi, S., Zepeda, N. G., Hottung, A., Zhou, J., Bi, J., Hu, Y., Liu, F., Kim, H., Son, J., Kim, H., … Park, J.https://doi.org/10.48550/ARXIV.2306.17100Security and Safety in Urban Environments: Evaluating Threats and Risks of Autonomous Last-Mile Delivery RobotsIn SAFECOMP 2024: 43rd International Conference on Computer Safety, Reliability and Security (Accepted/In press). Kolb, C. & Xie, L.Introducing Combi-Stations in Robotic Mobile Fulfilment Systems: A Queueing-Theory-Based Efficiency Analysis. ArXiv.org. Xie, L. & Otten, S.https://doi.org/10.48550/arXiv.2403.12798Neural Combinatorial Optimization on Heterogeneous Graphs: An Application to the Picker Routing Problem in Mixed-Shelves WarehousesIn The 34th International Conference on Automated Planning and Scheduling. AAAI. Luttmann, L. & Xie, L.Vehicle SchedulingIn Encyclopedia of Optimization (Accepted/In press). Daduna, J. R. & Xie, L.https://doi.org/10.1007/978-3-030-54621-2_704-1Security and Human-Safety by Applying Last-Mile Robots in Urban EnvironmentsIn SENSEI 2024: International Workshop on Safety-Security Interaction (Accepted/In press). Kolb, C. & Xie, L.
2023
An overview of optimization approaches for scheduling and rostering resources in public transportation. Mertens, L., Wolbeck, L.-A., Rößler, D., Xie, L. & Kliewer, N.https://doi.org/10.48550/arXiv.2310.13425Formulating and solving integrated order batching and routing in multi-depot AGV-assisted mixed-shelves warehouses, 713-730. Xie, L., Li, H. & Luttmann, L.https://doi.org/10.1016/j.ejor.2022.08.047
2022
Robustness and disturbances in public transport, 191-261. Ge, L., Voß, S. & Xie, L.https://doi.org/10.1007/s12469-022-00301-8Mobile Lagersysteme – intelligent und lernfähigIn Technologie-Informationen. Xie, L.Revisiting the richness of integrated vehicle and crew scheduling (E-pub ahead of print/First online). Ge, L., Kliewer, N., Nourmohammadzadeh, A., Voß, S. & Xie, L.https://doi.org/10.1007/s12469-022-00292-6How to Integrate Digital Twin and Virtual Reality in Robotics Systems? -- Design and Implementation for Providing Robotics Maintenance Services in Data Centers. Xie, L. & Li, H.Robust Optimization for Integrated Vehicle and Crew Scheduling Based on Uncertainty in the Main InputsIn The Fifth Data Science Meets Optimisation Workshop at IJCAI-22. Ge, L., Nourmohammadzadeh, A., Voß, S. & Xie, L.Comparing two hybrid neural network models to predict real-world bus travel time, 393-400. Nimpanomprasert, Xie, L. & Kliewer, N.https://doi.org/10.1016/j.trpro.2022.02.049
2021
Analysis of semi-open queueing networks using lost customers approximation with an application to robotic mobile fulfilment systems, 603-648. Otten, S., Krenzler, R., Xie, L., Daduna, H. & Kruse, K.https://doi.org/10.1007/s00291-021-00662-9Review of Transit Data Sources: Potentials, Challenges and Complementarity, Article 11450. Ge, L., Sarhani, M., Voß, S. & Xie, L.https://doi.org/10.3390/su132011450Introducing split orders and optimizing operational policies in robotic mobile fulfillment systems, 80-97. Xie, L., Thieme, N., Krenzler, R. & Li, H.https://doi.org/10.1016/j.ejor.2020.05.032

Onderzoeksprofielen

Verbonden aan opleidingen

Vakken collegejaar 2023/2024

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.

Vakken collegejaar 2022/2023

Lopende projecten

Usage Scenarios for Innovation Networks in 5G

Voltooide projecten

Robonatives Initiative Roll Out Nordostniedersachsen (RoboNord)

Robust integrated vehicle, crew scheduling and rostering in public transport

https://www.leuphana.de/en/institutes/iis/information-systems-especially-operations-research/dfg-project-robust-integrated-circulation-daily-duty-and-service-sequence-planning-in-public-transport.html

Robotic Mobile Fulfillment Systems

Optimization and Simulation for Robotic Mobile Fulfillment Systems

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