Optimization

Traffic signal control under stochastic traffic demand and vehicle turning via decentralized decomposition approaches
Traffic congestion is a global pressing issue but can be mitigated via effective traffic signal control schemes. In this paper, based …
Xinyu Fei, Xingmin Wang, Xian Yu, Yiheng Feng, Henry Liu, Siqian Shen, Yafeng Yin
Cite DOI
Distributed traffic signal control for large-scale traffic networks
The diverse and complex real-world network topology presents a significant challenge for network-level traffic control. My collaborators and I explored two distinct approaches 1) an optimization-based method and 2) a max-pressure-based control method. This research project is collaborated with Prof. Yafeng Yin, Prof. Yiheng Feng, and Prof. Siqian Shen.
Distributed traffic signal control for large-scale traffic networks