20 citations · 37 across the 7 of their papers we have counts for
7 papers
Transfer learning for cross-modal demand prediction of bike-share and public transit
Mingzhuang Hua, Francisco Camara Pereira, Yu Jiang +1
The urban transportation system is a combination of multiple transport modes, and the interdependencies across those modes exist. This means that the travel demand across different…
Bayesian Optimization of Area-based Road Pricing
Renming Liu, Yu Jiang, Carlos Lima Azevedo
This study presents a Bayesian Optimization framework for area- and distance-based time-of-day pricing (TODP) for urban networks. The road pricing optimization problem can reach hi…
Managing network congestion with a tradable credit scheme: a trip-based MFD approach
Renming Liu, Siyu Chen, Yu Jiang +3
This study investigates the efficiency and effectiveness of an area-based tradable credit scheme (TCS) using the trip-based Macroscopic Fundamental Diagram model for the morning co…
On the Quality Requirements of Demand Prediction for Dynamic Public Transport
Inon Peled, Kelvin Lee, Yu Jiang +2
As Public Transport (PT) becomes more dynamic and demand-responsive, it increasingly depends on predictions of transport demand. But how accurate need such predictions be for effec…
Joint Optimization of Transfer Location and Capacity in a Multimodal Transport Network: Bilevel Modeling and Paradoxes
Yu Jiang, Jiao Ye, Jun Chen
With the growing attention towards developing the multimodal transport system to enhance urban mobility, there is an increasing need to construct new, rebuild or expand existing in…
Equitable Transit Network Design Under Uncertainty
Yu Jiang
This paper proposes a bilevel transit network design problem considering supply side uncertainty. The upper level problem determines frequency settings to simultaneously maximize t…
Online Predictive Optimization Framework for Stochastic Demand-Responsive Transit Services
Inon Peled, Kelvin Lee, Yu Jiang +2
This study develops an online predictive optimization framework for dynamically operating a transit service in an area of crowd movements. The proposed framework integrates demand…