Bayesian optimization for congestion pricing problems: A general framework and its instability

Jinbiao Huo,Zhiyuan Liu,Jingxu Chen,Qixiu Cheng,Qiang Meng

Transportation Research Part B: Methodological（2023）

引用 12|浏览10

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摘要

•A generic Bayesian optimization framework for congestion pricing problems.•In-depth discussions on the instability of BO in the perspective of error analysis.•Several customized improvements on BO to deal with the instability.

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关键词

Congestion pricing,Bayesian optimization,Computational instability

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