Research output per year
Research output per year
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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A pattern-based algorithm with fuzzy logic bin selector for online bin packing problem
Lin, B., Li, J., Cui, T., Jin, H., Bai, R., Qu, R. & Garibaldi, J., 1 Sept 2024, In: Expert Systems with Applications. 249, part AResearch output: Journal Publication › Article › peer-review
Open Access -
Analytics and machine learning in vehicle routing research
Bai, R., Chen, X., Chen, Z-L., Cui, T., Gong, S., He, W., Jiang, X., Jin, H., Jin, J., Kendall, G., Li, J., Lu, Z., Ren, J., Weng, P., Xue, N. & Zhang, H., Jan 2023, (Published Online) In: International Journal of Production Research. 61, 1, p. 4-30Research output: Journal Publication › Article › peer-review
26 Citations (Scopus) -
Bike-sharing duopoly competition under government regulation
Wang, Y., Jin, H., Zheng, S., Shang, W. L. & Wang, K., 1 Aug 2023, In: Applied Energy. 343, 121121.Research output: Journal Publication › Article › peer-review
2 Citations (Scopus) -
Container terminal daily gate in and gate out forecasting using machine learning methods
Jin, J., Ma, M., Jin, H., Cui, T. & Bai, R., Mar 2023, In: Transport Policy. 132, p. 163-174 12 p.Research output: Journal Publication › Article › peer-review
2 Citations (Scopus) -
Portfolio constructions in cryptocurrency market: A CVaR-based deep reinforcement learning approach
Cui, T., Ding, S., Jin, H. & Zhang, Y., Feb 2023, In: Economic Modelling. 119, 106078.Research output: Journal Publication › Article › peer-review
17 Citations (Scopus)