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A Study of Destination Selection Model Based on Link Flows | |
Ye, Peijun1; Wen, Ding2 | |
发表期刊 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS |
ISSN | 1524-9050 |
2013-03-01 | |
卷号 | 14期号:1页码:428-437 |
文章类型 | Article |
摘要 | Generating travel behavior based on artificial population and an activity plan is a conventional method for traffic simulation. As a complicated and important constituent of travel behavior, destination selection is a decision-making process for space transfer and has been studied extensively in the disaggregate model. However, existing selection models only focus on the psychology or custom of individuals from a microscopic perspective and rarely take account of the actual traffic state. This causes a large deviation in simulation results and thus results in some obstacles for application. In this paper, a new destination selection model based on link flows is proposed. Further, a searching algorithm for an observed link set is given, and compressed sensing is used in the model solution. Experiments demonstrate that this model can predict the actual traffic state in rush hours quite well. Therefore, it contributes to the credible simulation and computational experiments. |
关键词 | Destination Selection Link Flow Traffic Simulation |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | CHOICE MODELS ; TRIP DISTRIBUTION ; TRAFFIC COUNTS ; TRANSPORTATION ; BEHAVIOR |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Engineering ; Transportation |
WOS类目 | Engineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology |
WOS记录号 | WOS:000319828100039 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/3650 |
专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
通讯作者 | Ye, Peijun |
作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Natl Univ Def & Technol, Mil Computat Expt & Parallel Syst Res Ctr, Changsha 410073, Hunan, Peoples R China |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Ye, Peijun,Wen, Ding. A Study of Destination Selection Model Based on Link Flows[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2013,14(1):428-437. |
APA | Ye, Peijun,&Wen, Ding.(2013).A Study of Destination Selection Model Based on Link Flows.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,14(1),428-437. |
MLA | Ye, Peijun,et al."A Study of Destination Selection Model Based on Link Flows".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 14.1(2013):428-437. |
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