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Mathematical Study in Control of Traffic Flow and Simulation with Data base

Research Project

Project/Area Number 15560051
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Engineering fundamentals
Research InstitutionNagoya University

Principal Investigator

SUGIYAMA Yuki  Nagoya University, Graduate School of Information Science, Prof, 大学院情報科学研究科, 教授 (20196778)

Co-Investigator(Kenkyū-buntansha) TADAKI Shinichi  Computer and Network Center, Saga University, Prof, 総合情報センター, 教授 (00202169)
Project Period (FY) 2003 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2006: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2005: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2004: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2003: ¥900,000 (Direct Cost: ¥900,000)
KeywordsTraffic flow / Mathematical model / Phase Transition / Traffic Jam / Pattern formation / Non-equilibrium / Self-driven particles / Computer Simulations / 散逸系 / ITS / 渋滞発生 / 散逸的粒子流 / シミュレーション / 非平衡系
Research Abstract

Traffic flow is a non-equilibrium system and forming a jam can be understood as a dynamical phase transition from the physical point of view. OV model is the simplest well known mathematical model for traffic flow, which reproduces a traffic jam as a moving cluster solution of the model An extended OV model is proposed as a mathematical model of cooperative driving system, in which vehicles are controlled by using the information of the movement of surrounding vehicles. We estimated the response to a disturbance and show that the model gives a good improvement of the stability against the fluctuations caused by a disturbance, which provides the basic theory for ITS systems.
Computer simulations based on the coupled-map OV model is applied to the study of phenomena on realistic situations in high ways, such as a bottleneck, two-lanes, junction, etc. A synchronized flow is observed at the upper stream of a bottleneck. The main feature is the complex structure of flow, which is naturally r … More eproduced by a simulation of OV model with a bottleneck. We investigate the dynamical feature of the phenomenon.
We construct a data-base and an analyzing system using the data of highway traffic at a hundred observed points. The data shows the universality of the critical car-density for jamming transition, the basic shape of fundamental diagram, the backward velocity of jam cluster and the velocity of evolution of jam cluster Moreover we employ the detrended fluctuation analysis for studying long-range correlation in the time sequence of traffic flow. As a result, the behavior is consistent to periodic trend with power-law fluctuation, which is a characteristic feature for a non-equilibrium many-body system.
The 2-dimensional extension of OV model is applied to pedestrians and collective bio-motions. In 2-dim.OV model, the new instability caused by a transverse wave mode is introduced, and the mode decays the uniform moving behavior of 2-dimensional particle-flow. As the final stable states, we observe a big variety of patterns of group formation, which can be classified by changing three parameters in the model.
During our research, traffic flow is investigated theoretically and realistically based on the physical view point, and we provide the theory for application of control of traffic flow. Moreover, our approach is extended to the physics of Self-Driven Particles including traffic flow as a typical case, such as pedestrians and collective bio-motions. Less

Report

(5 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (55 results)

All 2007 2006 2005 2004 2003 Other

All Journal Article (47 results) Book (1 results) Publications (7 results)

  • [Journal Article] Instability of pedestrian flow in two-dimensional optimal velocity model2007

    • Author(s)
      A.Nakayama, Y.Sugiyama, K.Hasebe
    • Journal Title

      Pedestrian and Evacuation Dynamics 2005

      Pages: 321-332

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Instability of pedestrian flow in 2D optimal velocity model with at tractive interaction2007

    • Author(s)
      A.Nakayama, K.Hasebe, Y.Sugiyama
    • Journal Title

      Computer Physics Communications (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Long-term power-law fluctuation in Internet traffic2007

    • Author(s)
      S.Tadaki
    • Journal Title

      Journal of Physical Society of Japan VOL.76, NO.4

      Pages: 44001-44001

    • NAID

      110006278041

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Instability of pedestrian flow in 2D optimal velocity model with attractive interaction2007

    • Author(s)
      A.Nakayama, K.Hasebe, Y.Sugiyama
    • Journal Title

      Computer Physics Communications (in printing)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Instability of pedestrian flow in 2D optimal velocity model with attractive interaction2007

    • Author(s)
      A.Nakayama, K.Hasebe, Y.Sugiyama
    • Journal Title

      Computer Physics Communications (印刷中)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Power-Law Fluctuation in Expressway Traffic Flow : Detrended Fluctuation Analysis2006

    • Author(s)
      S.Tadaki, M.Kikuchi, A.Nakayama, K.Nishinari, A.Shibata, Y.Sugiyama, S.Yukawa
    • Journal Title

      Journal of Physical Society of Japan 75・3

      Pages: 34002-34002

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] 引力のある2次元最適速度模型における歩行者流の不安定性2006

    • Author(s)
      中山章宏, 長谷部勝也, 杉山雄規
    • Journal Title

      Proceedings of the 12th Symposium on Simulation of Traffic Flow

      Pages: 5-8

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Effects of Bottlenecks on Vehicle Traffic2006

    • Author(s)
      Syohei Yamamoto, Yasuhiro Hieida, Shin-ichi Tadaki
    • Journal Title

      Journal of Physical Society of Japan VOL.75, NO.11

      Pages: 114601-114601

    • NAID

      110004852762

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Power-Law Fluctuation in Expressway Traffic Flow: Detrended Fluctuation Analysis2006

    • Author(s)
      S.Tadaki, M.Kikuchi, A.Nakayama, K.Nishinari, A.Shibata, Y.Sugiyama, S.Yukawa
    • Journal Title

      J. Phys. Soc. Jpn. Vol.75, No.3

      Pages: 34002-34002

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Instability of pedestrian flow and phase structure in two-dimensional optimal velocity model2005

    • Author(s)
      A.Nakayama, K.Hasebe, Y.Sugiyama
    • Journal Title

      Physical Review E 71

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] Observation, Theory, and Experiment for Freeway Traffic as Physics of Many-Body System2005

    • Author(s)
      Y.Sugiyama, A.Nakayama, M.Fukui, K.Hasebe, M.Kikuchi, K.Nishinari, S.-i.Tadaki, S.Yukawa
    • Journal Title

      Traffic and Granular Flow '03' (Springer-Verlag)

      Pages: 45-58

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fluctuation in Expressway Traffic Flow2005

    • Author(s)
      S.-i.Tadaki, M.Kikuchi, A.Nakayama, K.Nshinari, A.Shibata, Y.Sugiyama, S.Yukawa
    • Journal Title

      Traffic and Granular Flow '03' (Springer-Verlag)

      Pages: 59-66

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Group Formation of Organisms in 2-dimensional OV model2005

    • Author(s)
      A.Nakayama, Y.Sugiyama
    • Journal Title

      Traffic and Granular Flow '03' (Springer-Verlag)

      Pages: 399-404

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Instability of pedestrian flow, phase structure in two-dimensional optimal velocity model2005

    • Author(s)
      A.Nakayama, K.Hasebe, Y.Sugiyama
    • Journal Title

      Phys. Rev. E{bf 71

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Observation, Theory, Experiment for Freeway Traffic as Physics of Many-Body System2005

    • Author(s)
      Y.Sugiyama, A.Nakayama, M.Fukui, K.Hasebe, M.Kikuchi, K.Nshinari, S.-i.Tadaki, S.Yukawa
    • Journal Title

      Proceedings of International Workshop of 'Traffic and Granular Flow '03' in Delft ((eds) S.P. Hoogendoorn, S. Luding, P.H.L. Bovy, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 45-58

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Fluctuation in Expressway Traffic Flow2005

    • Author(s)
      S.-i.Tadaki, M.Kikuchi, A.Nakayama, K.Nshinari, A.Shibata, Y.Sugiyama, S.Yukawa
    • Journal Title

      Proceedings of International Workshop of 'Traffic and Granular Flow '03' in Delft ((eds) S.P. Hoogendoorn, S. Luding, P.H.L. Bovy, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 59-66

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Group Formation of Organisms in 2-dimensional OV model2005

    • Author(s)
      A.Nakayama, Y.Sugiyama
    • Journal Title

      Proceedings of International Workshop of 'Traffic and Granular Flow '03' Delft ((eds) S.P. Hoogendoorn, S. Luding, P.H.L. Bovy, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 399-404

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Observation, Theory, and Experiment for Freeway Traffic as Physics of Many-Body System2005

    • Author(s)
      Y.Sugiyama, A.Nakayama, M.Fukui, K.Hasebe, M.Kikuchi, K.Nishinari, S.-i.Tadaki, S.Yukawa
    • Journal Title

      Traffic and Granular Flow '03 (Springer-Verlag)

      Pages: 45-58

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Fluctuation in Expressway Traffic Flow2005

    • Author(s)
      S.-i.Tadaki, M.Kikuchi, A.Nakayama, K.Nshinari, A.Shibata, Y.Sugiyama, S.Yukawa
    • Journal Title

      Traffic and Granular Flow '03 (Springer-Verlag)

      Pages: 59-66

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Group Formation of Organisms in 2-dimensional OV model2005

    • Author(s)
      A.Nakayama, Y.Sugiyama
    • Journal Title

      Traffic and Granular Flow '03 (Springer-Verlag)

      Pages: 399-404

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Traffic Flow as Physics of Many-Body System2004

    • Author(s)
      Y.Sugiyama, M.Kikuchi, A.Nakayama, K.Nishinari, A.Shibata, e.t., A Shibata, S.-i.Tadaki, S.Yukawa
    • Journal Title

      10th IFAC Symposium : Control in Transportation Systems2003

      Pages: 335-340

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Formation of Synchronized Flow at the Upper Stream of Bottleneck in Optimal Velocity Model2004

    • Author(s)
      M.Kikuchi, Y.Sugiyama, S.-i.Tadaki, S.Yukawa
    • Journal Title

      10th IFAC Symposium : Control in Transportation Systems2003

      Pages: 347-351

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] A Mathematical Model of Cooperative Driving System for Freeway Traffic2004

    • Author(s)
      K.Hasebe, A.Nakayama, Y.Sugiyama
    • Journal Title

      10th IFAC Symposium : Control in Transportation Systems2003

      Pages: 383-387

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Equivalence of linear response among extended optimal velocity models2004

    • Author(s)
      K.Hasebe, A.Nakayama, Y.Sugiyama
    • Journal Title

      Physical Review E 69

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] 物理的観点からの複雑現象の理解-Self-driven粒子集団流の数理を巡って- (招待講演)2004

    • Author(s)
      杉山雄規
    • Journal Title

      数理モデル化と問題解決シンポジウム論文集ISSN1334-0604情報処理学シンポジウムシリーズ 2004・12

      Pages: 19-26

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Traffic Flow as Physics of Many-Body System2004

    • Author(s)
      Y.Sugiyama, M.Kikuchi, A.Nakayama, K Nishinari, A.Shibata
    • Journal Title

      10th IFAC Symposium : Control in Transportation Systems2003

      Pages: 335-340

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Traffic Flow as Physics of Many-Body System2004

    • Author(s)
      Y.Sugiyama, M.Kikuchi, A.Nakayama, K.Nishinari, A.Shibata, et al.
    • Journal Title

      10th IFAC Symposium : Control in Transportation Systems2003

      Pages: 335-340

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 物理的観点からの複雑現象の理解-Self-driven粒子集団流の数理を巡って-(招待講演)2004

    • Author(s)
      杉山雄規
    • Journal Title

      数理モデル化と問題解決シンポジウム論文集 ISSN1334-0604 情報処理学シンポジウムシリーズ 2004・12

      Pages: 19-26

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Understanding "Synchronized Flow" by Optimal Velocity Model2003

    • Author(s)
      Y.Sugiyama, A.Nakayama
    • Journal Title

      Modeling of Complex Systems

      Pages: 111-114

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Optimal Velocity Model and its Applications -from ITS to Pedestrians2003

    • Author(s)
      A.Nakayama, K.Hasebe, Y.Sugiyama
    • Journal Title

      Proceedings of International Workshop of 'Traffic and Granular Flow '01' in Nagoya

      Pages: 127-140

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Modeling, simulation an observations for freeway traffic and pedestrians2003

    • Author(s)
      Y.Sugiyama, A.Nakayama
    • Journal Title

      Proceedings of International Conference on 'Computational Physics of Transport and Interface Dynamics'

      Pages: 406-421

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Oservational Aspects of Japanese Highway Traffic2003

    • Author(s)
      S.Yukawa, M.Kikuchi, A.Nakayama, K.Nishinari, Y.Sugiyama, et.
    • Journal Title

      Proceedings of International Workshop of 'Traffic and Granular Flow '01'

      Pages: 243-256

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Dynamical Model of a cooperative driving system for freeway traffic2003

    • Author(s)
      K.Hasebe, A.Nakayama, Y.Sugiyama
    • Journal Title

      Physical Review E 68

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 交通流の物理2003

    • Author(s)
      杉山 雄規
    • Journal Title

      「ながれ」日本流体力学会誌 : 特集 交通流 22巻 2号

      Pages: 94-107

    • NAID

      110003890090

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Optimal Velocity Model, its Applications-from ITS to Pedestrians-2003

    • Author(s)
      A.Nakayama, K.Hasebe, Y.Sugiyama
    • Journal Title

      Proceedings of International Workshop of "Traffic and Granular Flow '01' in Nagoya ((eds) M. Fukui, Y. Sugiyama, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 127-140

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Long-term Traffic Data from Japanese Expressway2003

    • Author(s)
      M.Kikuchi, A.Nakayama, K.Nishinari, Y.Sugiyama, S.-i.Tadaki, S.Yukawa
    • Journal Title

      Proceedings of International Workshop of 'Traffic and Granular Flow '01' in Nagoya ((eds) M. Fukui, Y. Sugiyama, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 257-262

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Observational Aspects of Japanese Highway Traffic2003

    • Author(s)
      S.Yukawa, M.Kikuchi, A.Nakayama, K.Nishinari, Y.Sugiyama, S.-i.Tadaki
    • Journal Title

      Proceedings of International Workshop of "Traffic and Granular Flow '01' in Nagoya ((eds) M. Fukui, Y. Sugiyama, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 243-256

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Widely extended optimal velocity model of traffic flow, their linear stability2003

    • Author(s)
      K.Hasebe, A.Nakayama, Y.Sugiyama
    • Journal Title

      Proceedings of International Workshop of "Traffic and Granular Flow '01' in Nagoya ((eds) M. Fukui, Y. Sugiyama, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 221-226

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Modeling Pedestrians, Granular Flow in 2-dimensional Optimal Velocity Models2003

    • Author(s)
      Y.Sugiyama, A.Nakayama, K.Hasebe
    • Journal Title

      Proceedings of International Workshop of "Traffic and Granular Flow '01' in Nagoya ((eds) M. Fukui, Y. Sugiyama, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 537-542

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Congestion Induced by Bottlenecks in Two-lane Optimal Velocity Traffic Flow Model2003

    • Author(s)
      S-i.Tadaki, M.Kikuchi, K.Nishinari, Y.Sugiyama, S.Yukawa
    • Journal Title

      Proceedings of International Workshop of "Traffic and Granular Flow '01' in Nagoya, ((eds) M. Fukui, Y. Sugiyama, M. Schreckenberg and D. E. Wolf) (Springer-Verlag)

      Pages: 211-220

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Dynamical model of a cooperative driving system for freeway traffic2003

    • Author(s)
      K.Hasebe, A.Nakayama, Y.Sugiyama
    • Journal Title

      Physical Review E 68

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Behavior of Pedestrian Flow based on 2 Dimensional Optimal Velocity Model2003

    • Author(s)
      A.Nakayama, Y.Sugiyama
    • Journal Title

      Proceedings of the 2nd International Conference 'Pedestrian and Evacuation Dynamics 2003' (E.R. Galea (ed)) (CMS Press, University of Greenwich)

      Pages: 409-409

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Two-dimensional Optimal Velocity Model for Pedestrians, Biological Motion2003

    • Author(s)
      A.Nakayama, Y.Sugiyama
    • Journal Title

      Modeling of Complex Systems (P.L. Garrido, J. Marro (eds)) Proceedings of Seventh Granada Lectures (American Institute of Physics)

      Pages: 107-110

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Understanding "Synchronized Flow" by Optimal Velocity Model2003

    • Author(s)
      Y.Sugiyama, A.Nakayama
    • Journal Title

      Modeling of Complex Systems (P.L. Garrido, J. Marro (eds)), Proceedings of Seventh Granada Lectures (American Institute of Physics)

      Pages: 111-114

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Physics of Traffic2003

    • Author(s)
      Yuki Sugiyama
    • Journal Title

      「Nagare」Japan Journal of Fluid Dynamics : Traffic Vol.22 #2

      Pages: 94-107

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Traffic, Granular Flow '012003

    • Author(s)
      M.Fukui, Y.Sugiyama, M.Schreckenberg, D.E.Wolf (eds)
    • Journal Title

      (Springer-Verlag)

      Pages: 580-580

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Computational Physics of Transport, Interface Dynamics2003

    • Author(s)
      Y.Sugiyama, A.Nakayama
    • Journal Title

      Modeling, simulation and observations for freeway traffic and pedestrians (H. Emmerich, B. Nestler and M. Schreckenberg (eds)) (Springer-Verlag)

      Pages: 406-421

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] Traffic and Granular Flow '012003

    • Author(s)
      M.Fukui, Y.Sugiyama, M.Schreckenberg, D.E.Wolf (Eds)
    • Total Pages
      580
    • Publisher
      Springer-Verlag Berlin
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Publications] Y.Sugiyama, A.Nakayama: "Understanding "Synchronized Flow" by Optimal Velocity Model"Modeling of Complex Systems. 111-114 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] A.Nakayama, K.Hasebe, Y.Sugiyama: "Optimal Velocity Model and its Applications -from ITS to Pedestrians"Proceedings of International Workshop of 'Traffic and Granular Flow '01'. 127-140 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Y.Sugiyama, A.Nakayama: "Modeling, simulation and observations for freeway traffic and pedestrians"Proceedings of International Conference on 'Computational Physics of Transport and Interface Dynamics'. 406-421 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] S.Yukawa, M.Kikuchi, A.Nakayama, K.Nishinari, Y.Sugiyama, et.: "Observational Aspects of Japanese Highway Traffic"Proceedings of International Workshop of 'Traffic and Granular Flow '01'. 243-256 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Hasebe, A.Nakayama, Y.Sugiyama: "Dynamical Model of a cooperative driving system for freeway traffic"Physical Review E. 68. 026102-1-026102-6 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 杉山 雄規: "交通流の物理"「ながれ」日本流体力学会誌:特集 交通流. 22巻2号. 94-107 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Fukui, Y.Sugiyama, M.Schreckenberg, D.E.Wolf (Eds): "Traffic and Granular Flow '01"Springer-Verlag Berlin. 580 (2003)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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