具有Lennard-Jones势的交通流元胞自动机模型

IF 3 3区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Nondestructive Testing and Evaluation Pub Date : 2023-10-26 DOI:10.1080/10589759.2023.2273521
Weifan Zheng, Yang Cheng, Xiao Ma, Hao Sui, Jiye Zhang
{"title":"具有Lennard-Jones势的交通流元胞自动机模型","authors":"Weifan Zheng, Yang Cheng, Xiao Ma, Hao Sui, Jiye Zhang","doi":"10.1080/10589759.2023.2273521","DOIUrl":null,"url":null,"abstract":"ABSTRACTBy introducing the Lennard-Jones potential into the interaction of vehicles, a new cellular automata model of traffic flow is proposed, in which the fixed probability of randomisation of cellular automata is replaced by the state transition probability of cell sites. The proposed model considers that the driver is affected by the interactional potential of vehicles before him/her, and the decision-making process is related to the value of the interactional potential. The model is more suitable for the driver’s random decision-making process which is based on the stochastic behaviour of traffic flow. The fundamental diagram (flow density relationship) of the proposed model is obtained, and the complex traffic phenomenon is reproduced through numerical simulation.KEYWORDS: Traffic flow modelLennard-Jones potentialcellular automata Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported in part by the National Natural Science Foundation of China under Grant 11572264, 12172308.","PeriodicalId":49746,"journal":{"name":"Nondestructive Testing and Evaluation","volume":"53 2","pages":"0"},"PeriodicalIF":3.0000,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On cellular automata model of traffic flow with Lennard-Jones potential\",\"authors\":\"Weifan Zheng, Yang Cheng, Xiao Ma, Hao Sui, Jiye Zhang\",\"doi\":\"10.1080/10589759.2023.2273521\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACTBy introducing the Lennard-Jones potential into the interaction of vehicles, a new cellular automata model of traffic flow is proposed, in which the fixed probability of randomisation of cellular automata is replaced by the state transition probability of cell sites. The proposed model considers that the driver is affected by the interactional potential of vehicles before him/her, and the decision-making process is related to the value of the interactional potential. The model is more suitable for the driver’s random decision-making process which is based on the stochastic behaviour of traffic flow. The fundamental diagram (flow density relationship) of the proposed model is obtained, and the complex traffic phenomenon is reproduced through numerical simulation.KEYWORDS: Traffic flow modelLennard-Jones potentialcellular automata Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported in part by the National Natural Science Foundation of China under Grant 11572264, 12172308.\",\"PeriodicalId\":49746,\"journal\":{\"name\":\"Nondestructive Testing and Evaluation\",\"volume\":\"53 2\",\"pages\":\"0\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2023-10-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nondestructive Testing and Evaluation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/10589759.2023.2273521\",\"RegionNum\":3,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, CHARACTERIZATION & TESTING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nondestructive Testing and Evaluation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/10589759.2023.2273521","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, CHARACTERIZATION & TESTING","Score":null,"Total":0}
引用次数: 0

摘要

摘要将Lennard-Jones势引入到车辆相互作用中,提出了一种新的元胞自动机交通流模型,该模型将元胞自动机随机化的固定概率替换为单元站点的状态转移概率。该模型考虑了驾驶员受到前方车辆交互潜力的影响,决策过程与交互潜力的值有关。该模型更适合于基于交通流随机行为的驾驶员随机决策过程。得到了该模型的基本图(流量密度关系),并通过数值模拟再现了复杂的交通现象。关键词:交通流模型lennard - jones潜在元胞自动机披露声明作者未报告潜在利益冲突。本研究得到国家自然科学基金项目(11572264,12172308)的部分资助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
On cellular automata model of traffic flow with Lennard-Jones potential
ABSTRACTBy introducing the Lennard-Jones potential into the interaction of vehicles, a new cellular automata model of traffic flow is proposed, in which the fixed probability of randomisation of cellular automata is replaced by the state transition probability of cell sites. The proposed model considers that the driver is affected by the interactional potential of vehicles before him/her, and the decision-making process is related to the value of the interactional potential. The model is more suitable for the driver’s random decision-making process which is based on the stochastic behaviour of traffic flow. The fundamental diagram (flow density relationship) of the proposed model is obtained, and the complex traffic phenomenon is reproduced through numerical simulation.KEYWORDS: Traffic flow modelLennard-Jones potentialcellular automata Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported in part by the National Natural Science Foundation of China under Grant 11572264, 12172308.
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
Nondestructive Testing and Evaluation
Nondestructive Testing and Evaluation 工程技术-材料科学:表征与测试
CiteScore
4.30
自引率
11.50%
发文量
57
审稿时长
4 months
期刊介绍: Nondestructive Testing and Evaluation publishes the results of research and development in the underlying theory, novel techniques and applications of nondestructive testing and evaluation in the form of letters, original papers and review articles. Articles concerning both the investigation of physical processes and the development of mechanical processes and techniques are welcomed. Studies of conventional techniques, including radiography, ultrasound, eddy currents, magnetic properties and magnetic particle inspection, thermal imaging and dye penetrant, will be considered in addition to more advanced approaches using, for example, lasers, squid magnetometers, interferometers, synchrotron and neutron beams and Compton scattering. Work on the development of conventional and novel transducers is particularly welcomed. In addition, articles are invited on general aspects of nondestructive testing and evaluation in education, training, validation and links with engineering.
期刊最新文献
Application of light-weighted CNN for diagnosis of internal concrete defects using hammering sound Material model of thermally modified resonance spruce ( Picea abies Karst.) for linear damped modal analysis Cut-off frequency analysis of SH-like guided waves in the three-dimensional component with variable width Generalized Gini indices–enhanced sparsity decomposition for rotating machinery health assessment using a rotary encoder Nondestructive testing of internal defects by ring-laser-excited ultrasonic
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1