3 papers
cs.CY2019
Online route choice modeling for Mobility-as-a-Service networks with non-separable, congestible link capacity effects
Susan Jia Xu, Joseph Y. J. Chow
With the prevalence of MaaS systems, route choice models need to consider characteristics unique to them. MaaS systems tend to involve service systems with fleets of vehicles; as a…
physics.soc-ph2019
Empirical validation of network learning with taxi GPS data from Wuhan, China
Susan Jia Xu, Qian Xie, Joseph Y. J. Chow +1
In prior research, a statistically cheap method was developed to monitor transportation network performance by using only a few groups of agents without having to forecast the popu…
cs.MA2016
Network learning via multi-agent inverse transportation problems
Susan Jia Xu, Mehdi Nourinejad, Xuebo Lai +1
Despite the ubiquity of transportation data, methods to infer the state parameters of a network either ignore sensitivity of route decisions, require route enumeration for paramete…