Assistant Professor
Department of Industrial Engineering
277 Freeman Hall, Clemson University
Clemson, SC 29634-0920
Phone: (864) 656-5649
Email: qluo2@clemson.edu
Website: https://qi-luo-or.com
Department Research Thrust Pages:
Education
Ph.D. University of Michigan
M.S. University of Michigan
B.S. B.A. Xi'an Jiaotong University
Research Areas
Stochastic Optimization, Reinforcement Learning, Emerging Mobility Services, Game Theory
Selected Publications
Yuan, Hao, Qi Luo, and Cong Shi. “Marrying Stochastic Gradient Descent with Bandits: Learning Algorithms for Inventory Systems with Fixed Costs.” Management Science, to appear.
Luo Qi, and Romesh Saigal. “Multiagent Incentive Contracts: Existence, Uniqueness and Implementation.” Mathematics 2021, 9, 19.
Li, Shukai, Qi Luo, and Robert Hampshire. “Optimizing Large On-demand Transportation Systems through Stochastic Conic Programming.” European Journal of Operational Research, 2020.
Dong, Tingting, Zhengtian Xu, Qi Luo, Yafeng Yin, Jian Wang, and Jieping Ye, “Optimal Contract Design for Ride-sourcing Services under Dual Sourcing.” Transportation Research Part B: Methodological, to appear.
Luo, Qi, Xuechun Dou, Xuan Di, and Robert Hampshire. “Multimodal Connections between Micro-Mobility and Micro-transit: Conceptual Foundations and Empirical Evidence.” IEEE Intelligent Transportation Systems Magazine, to appear.
Luo Qi, Romesh Saigal, Zhibin Chen, and Yafeng Yin, “Accelerating the Adoption of Automated Vehicles by Subsidies: A Dynamic Games Approach. ” Transportation Research Part B: Methodological, 129:226-243, 2019.
Luo, Qi, Zhiyuan Huang, and Henry Lam. "Dynamic congestion pricing for ridesourcing traffic: a simulation optimization approach." 2019 Winter Simulation Conference (WSC). IEEE, 2019.
Courses Taught
IE 3800 Deterministic Operations Research
Professional Affiliations
INFORMS, TRB