A Heterogeneity-Aware Car-Following Model: Based on the XGBoost Method

A Heterogeneity-Aware Car-Following Model: Based on the XGBoost Method

With the rising popularity of the Advanced Driver Assistance System (ADAS), there is an increasing demand for more human-like car-following performance. In this paper, we consider the role of heterogeneity in car-following behavior within car-following modeling. We incorporate car-following heteroge...

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Bibliographic Details
Main Authors: Kefei Zhu, Xu Yang, Yanbo Zhang, Mengkun Liang, Jun Wu
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Algorithms
Subjects:
car-following model
car-following behavior heterogeneity
XGBoost model
Online Access:https://www.mdpi.com/1999-4893/17/2/68

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