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
{"title":"基于代理视角的发展中国家驾驶员行为模型:文献综述","authors":"Vishal A. Gracian,&nbsp;Stéphane Galland,&nbsp;Alexandre Lombard,&nbsp;Thomas Martinet,&nbsp;Nicolas Gaud,&nbsp;Hui Zhao,&nbsp;Ansar-Ul-Haque Yasar","doi":"10.1007/s43684-024-00061-1","DOIUrl":null,"url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":71187,"journal":{"name":"自主智能系统(英文)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s43684-024-00061-1.pdf","citationCount":"0","resultStr":"{\"title\":\"Behavioral models of drivers in developing countries with an agent-based perspective: a literature review\",\"authors\":\"Vishal A. Gracian,&nbsp;Stéphane Galland,&nbsp;Alexandre Lombard,&nbsp;Thomas Martinet,&nbsp;Nicolas Gaud,&nbsp;Hui Zhao,&nbsp;Ansar-Ul-Haque Yasar\",\"doi\":\"10.1007/s43684-024-00061-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>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.</p></div>\",\"PeriodicalId\":71187,\"journal\":{\"name\":\"自主智能系统(英文)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-04-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://link.springer.com/content/pdf/10.1007/s43684-024-00061-1.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"自主智能系统(英文)\",\"FirstCategoryId\":\"1093\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s43684-024-00061-1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"自主智能系统(英文)","FirstCategoryId":"1093","ListUrlMain":"https://link.springer.com/article/10.1007/s43684-024-00061-1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.90
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信