Personal profile
Research Interests
Major research interests
My research interests focus on applying optimisation (LP/IP/MIP, Branch & Bound, Branch & Price, Nonlinear Programming) and machine learning techniques (Heuristics algorithms and Machine Learning algorithms) to solve large scaled real-world problem, including vehicle routing, transportation scheduling, network design, etc.
Teaching
Teaching
Database and Interfaces
Artificial Intelligence Methods
Person Types
- Staff
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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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Coordinating variable speed limits and managed lanes at on-ramp bottlenecks: Policy design, performance, and implementation implications
Jin, H., Zhu, X., Jin, H. & Shen, Z., Mar 2026, In: Transport Policy. 178, 103972.Research output: Journal Publication › Article › peer-review
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Enhancing Sustainable Urban Mobility: A Data-Driven Forecasting Framework for Shared E-Bike Operations
Ma, M., Jin, H. & Liu, C., Mar 2026, In: Sustainability (Switzerland). 18, 5, 2472.Research output: Journal Publication › Article › peer-review
Open Access -
An evolutionary method with shift pattern learning for real-world multi-skilled personnel scheduling with flexible shifts
Xue, N., Bai, R., Jin, H. & Cui, T., Dec 2025, In: Swarm and Evolutionary Computation. 99, 102160.Research output: Journal Publication › Article › peer-review
Open Access4 Citations (Scopus) -
Optimizing on-demand food delivery with BDI-based multi-agent systems and Monte Carlo tree search scheduling
Liu, L., Chen, S., Jin, H., Deng, X., Liu, Y. & Lin, Y., Dec 2025, In: Scientific Reports. 15, 1, 25083.Research output: Journal Publication › Article › peer-review
Open Access2 Citations (Scopus) -
Routing and driver break scheduling with working and driving regulations: A flexible approach for various general pickup and delivery problem variants
Xue, N., Jin, H. & Cui, T., May 2025, In: Computers and Operations Research. 177, 107001.Research output: Journal Publication › Article › peer-review
Open Access2 Citations (Scopus)