Research #

Publications #

In Preparation:

• Ata, B., & Shao, H., Dynamic Capacity Control for Network Revenue Management: A Computational Method Based on Neural Networks
• Kleywegt, A. J., Li, Y. & Shao, H., A Markov Decision Process Model for Drivers’ Relocating Behavior in Ride-Hailing Systems

Preprints:

• Kleywegt, A. J., & Shao, H. (2022). Revenue Management Under the Markov Chain Choice Model with Joint Price and Assortment Decisions. arXiv:2204.04774
• Kleywegt, A. J., & Shao, H. (2021). Optimizing Pricing, Repositioning, En-Route Time, and Idle Time in Ride-Hailing Systems. arXiv:2111.11551
• Kleywegt, A. J., & Shao, H. (2020). Tractable Constrained Optimization over Multiple Product Attributes under Discrete Choice Models. arXiv:2007.09193
• Kleywegt, A. J., & Shao, H. (2020). Joint Estimation of Discrete Choice Model and Arrival Rate with Unobserved Stock-out Events. arXiv:2003.02313

Journal Papers:

• Wang, T., Shao, H., Qu, X., & Eliasson J. (2023). Consolidating Passenger and Freight Transportation in an Urban-Rural Transit System. Fundamental Research
• Qu, X., Shao, H., Wang, S., & Wang, Y. (2022). Are More Charging Piles Imperative to Future Electrified Transportation System?. Fundamental Research