Optimization of highway networks and traffic forecasting

被引:14
|
作者
Schadschneider, A [1 ]
Knospe, W
Santen, L
Schreckenberg, M
机构
[1] Univ Cologne, Inst Theoret Phys, D-50923 Cologne, Germany
[2] Univ Duisburg Essen, D-47048 Duisburg, Germany
[3] Univ Saarland, D-66041 Saarbrucken, Germany
关键词
cellular automata; modelling of traffic flow; optimization;
D O I
10.1016/j.physa.2004.08.063
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The understanding of traffic dynamics on highway networks is essential for traffic control. Nowadays realistic microscopic models exist that allow highly efficient (faster-than-real-time) simulations of large networks. These simulations can be used not only to determine the state of the network from incomplete information, but also for traffic forecasting. We also discuss an analysis of the highway network in Germany to identify bottlenecks and possible optimization strategies. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:165 / 173
页数:9
相关论文
共 50 条
  • [1] HIGHWAY INQUIRIES - THE ISSUE OF TRAFFIC FORECASTING
    HAY, B
    [J]. APPLIED ACOUSTICS, 1981, 14 (03) : 191 - 196
  • [2] Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting
    Mallick, Tanwi
    Balaprakash, Prasanna
    Rask, Eric
    Macfarlane, Jane
    [J]. 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021, : 10367 - 10374
  • [3] TRAFFIC FORECASTING ON STATE AND PROVINCIAL HIGHWAY SEGMENTS
    TROMBLY, JW
    BURNS, RT
    KILBURN, PR
    NEVEU, AJ
    OLEN, EL
    OSTROM, BK
    RODEN, DB
    SAHA, SK
    SIRIA, BS
    SMITH, SC
    [J]. ITE JOURNAL-INSTITUTE OF TRANSPORTATION ENGINEERS, 1991, 61 (12): : 25 - 30
  • [4] Modelling and Forecasting of Highway Traffic Accident Trend
    Zhang Guirong
    Yi Fengyan
    Wei Li
    Gu Ning
    [J]. ICMS2010: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION, VOL 6: MODELLING & SIMULATION INDUSTRIAL ENGINEERING & MANAGEMENT, 2010, : 47 - 50
  • [5] Highway traffic models for wireless networks
    Lizee, G
    Fapojuwo, AO
    [J]. IEEE VTC 53RD VEHICULAR TECHNOLOGY CONFERENCE, SPRING 2001, VOLS 1-4, PROCEEDINGS, 2001, : 2766 - 2770
  • [6] Highway traffic flow forecasting based on spatiotemporal relationship
    Tian, Junshan
    Zeng, Juncheng
    Ding, Feng
    Xu, Jin
    Jiang, Yan
    Zhou, Cheng
    Li, Yingda
    Wang, Xinyuan
    [J]. Gongcheng Kexue Xuebao/Chinese Journal of Engineering, 2024, 46 (09): : 1623 - 1629
  • [7] TRAFFIC FLOW FORECASTING BASED ON NO COMPLETE HIGHWAY DATABASE
    Manceski, Gjorgji
    Malenkovska Todorova, Marija
    [J]. TRANSPORT PROBLEMS, 2010, 5 (01) : 47 - 53
  • [8] Tracing and forecasting of congested patterns for highway traffic management
    Kerner, BS
    [J]. 2001 IEEE INTELLIGENT TRANSPORTATION SYSTEMS - PROCEEDINGS, 2001, : 88 - 93
  • [9] Evaluation and forecasting of highway traffic noise in the city of Nagpur, India
    [J]. 1600, CAFET INNOVA Technical Society, 1-2-18/103, Mohini Mansion, Gagan Mahal Road,, Domalguda, Hyderabad, 500029, India (09):
  • [10] Data-driven analysis and forecasting of highway traffic dynamics
    A. M. Avila
    I. Mezić
    [J]. Nature Communications, 11