基于代理视角的发展中国家驾驶员行为模型:文献综述

Vishal A. Gracian, Stéphane Galland, Alexandre Lombard, Thomas Martinet, Nicolas Gaud, Hui Zhao, Ansar-Ul-Haque Yasar
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引用次数: 0

摘要

发展中国家的交通有其自身的特殊性,这主要是由于交通的多样性和车道规则的薄弱。这导致这些国家与发达国家的驾驶员行为存在差异。由于对发达国家驾驶员的分析导致了大多数驾驶员模型的设计,因此使用这些模型进行的模拟与发展中国家的实地数据不符也就不足为奇了。本文对有关发展中国家驾驶行为建模的文献进行了系统回顾。研究重点是微观模拟方法,特别是多代理范式,这些方法被认为适合于准确再现驾驶行为。对近期文献的主要贡献进行了分析。介绍了三大科学挑战和相关的次要研究方向。
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Behavioral models of drivers in developing countries with an agent-based perspective: a literature review

The traffic in developing countries presents its own specificity, notably due to the heterogeneous traffic and a weak-lane discipline. This leads to differences in driver behavior between these countries and developed countries. Knowing that the analysis of the drivers from developed countries leads the design of the majority of driver models, it is not surprising that the simulations performed using these models do not match the field data of the developing countries. This article presents a systematic review of the literature on modeling driving behaviors in the context of developing countries. The study focuses on the microsimulation approaches, and specifically on the multiagent paradigm, that are considered suitable for reproducing driving behaviors with accuracy. The major contributions from the recent literature are analyzed. Three major scientific challenges and related minor research directions are described.

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