Search Results for author: Susan Jia Xu

Found 2 papers, 1 papers with code

Empirical validation of network learning with taxi GPS data from Wuhan, China

no code implementations9 Nov 2019 Susan Jia Xu, Qian Xie, Joseph Y. J. Chow, Xintao Liu

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 population flows.

Network learning via multi-agent inverse transportation problems

1 code implementation14 Sep 2016 Susan Jia Xu, Mehdi Nourinejad, Xuebo Lai, Joseph Y. J. Chow

New inverse optimization models and supporting algorithms are proposed to learn the parameters of heterogeneous travelers' route behavior to infer shared network state parameters (e. g. link capacity dual prices).

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