3 papers
eess.SY2025
Pricing is All You Need to Improve Traffic Routing
Yu Tang, Kaan Ozbay, Li Jin
We investigate the design of pricing policies that enhance driver adherence to route guidance, ensuring effective routing control. The major novelty lies in that we adopt a Markov…
cs.LG2023
Physics-informed Machine Learning for Calibrating Macroscopic Traffic Flow Models
Yu Tang, Li Jin, Kaan Ozbay
Well-calibrated traffic flow models are fundamental to understanding traffic phenomena and designing control strategies. Traditional calibration has been developed base on optimiza…
eess.SY2023
How Does Driver Non-compliance Destroy Traffic Routing Control?
Yu Tang, Li Jin, Kaan Ozbay
Routing control is one of important traffic management strategies against urban congestion. However, it could be compromised by heterogeneous driver non-compliance with routing ins…