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Exploration and Exploitation of Properties of Macroscopic Fundamental Diagrams for Managing Traffic Congestion in Road Networks

Research Project

Project/Area Number 15H04053
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Civil engineering project/Traffic engineering
Research InstitutionTohoku University

Principal Investigator

Akamatsu Takashi  東北大学, 情報科学研究科, 教授 (90262964)

Co-Investigator(Kenkyū-buntansha) 和田 健太郎  東京大学, 生産技術研究所, 助教 (20706957)
長江 剛志  東北大学, 工学研究科, 准教授 (30379482)
井上 亮  東北大学, 工学(系)研究科(研究院), 准教授 (60401303)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000)
Fiscal Year 2017: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2016: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2015: ¥6,240,000 (Direct Cost: ¥4,800,000、Indirect Cost: ¥1,440,000)
Keywords道路網 / 渋滞 / 交通流 / 交通量-密度関係 / MFD / 制御 / リアルタイム制御 / 流入制御 / 交通工学 / MFD / リアルタイム観測
Outline of Final Research Achievements

This study explores the empirical properties of Macroscopic Fundamental Diagrams(MFD) linking vehicle accumulation and traffic production in road networks, and then develops traffic control methods exploiting the properties of MFDs and a theory to explain them. More specifically, (1) by analyzing long term detectors data (traffic flow-speed data observed every 1-minute throughout one year) of Japanese major cities, we revealed the basic properties of MFDs, and characterized the conditions for emergence of a well-defined MFD;(2) we developed a theory (mathematical models) to explain the mechanisms for the empirically observed properties of MFDs and the relationships between congestion patterns and MFD features;(3)we developed traffic control methods (signal control and ramp metering strategies) to improve performance (throughput) of congested networks based on the theory developed in (2).

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (59 results)

All 2018 2017 2016 2015

All Journal Article (26 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 21 results,  Open Access: 3 results,  Acknowledgement Compliant: 10 results) Presentation (33 results) (of which Int'l Joint Research: 13 results,  Invited: 1 results)

  • [Journal Article] Network throughput under dynamic user equilibrium: Queue-spillback, paradox and traffic control2018

    • Author(s)
      Kentaro Wada, Koki Satsukawa, Mike Smith, and Takashi Akamatsu
    • Journal Title

      Transportation Research Part B

      Volume: 印刷中 Pages: 391-413

    • DOI

      10.1016/j.trb.2018.04.002

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Method for Evaluating Travel Time Distribution on Signalized Arterial Roads2018

    • Author(s)
      Takeshi Nagae, Ren Toda, Kentaro Wada
    • Journal Title

      Proc. of the 7th International Symposium on Transportation Network Reliability (INSTR)

      Volume: 7 Pages: 59-62

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An optimization modeling of coordinated traffic signal control based on the variational theory and its stochastic extension2018

    • Author(s)
      Wada Kentaro、Usui Kento、Takigawa Tsubasa、Kuwahara Masao
    • Journal Title

      Transportation Research Part B: Methodological

      Volume: 印刷中 Pages: 907-925

    • DOI

      10.1016/j.trb.2017.08.031

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Mechanism Design for Bus Fleet Scheduling without Demand Estimation2017

    • Author(s)
      Wataru Washibe and Takeshi Nagae
    • Journal Title

      Proc. of the 22nd Hong Kong Society of Transportation Studies International Conference (HKSTS)

      Volume: 22 Pages: 426-433

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] First-best dynamic assignment of commuters with endogenous heterogeneities in a corridor network2017

    • Author(s)
      Osawa Minoru、Fu Haoran、Akamatsu Takashi
    • Journal Title

      Transportation Research Part B: Methodological

      Volume: 0 Pages: 811-831

    • DOI

      10.1016/j.trb.2017.09.003

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] An optimization modeling of coordinated traffic signal control based on the variational theory and its stochastic extension2017

    • Author(s)
      Kentaro Wada, Kento Usui, Tsubasa Takigawa and Masao Kuwahara
    • Journal Title

      Transportation Research Procedia

      Volume: 23 Pages: 624-644

    • DOI

      10.1016/j.trpro.2017.05.035

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] First-Best Dynamic Assignment of Commuters with Endogenous Heterogeneities in a Corridor Network2017

    • Author(s)
      Osawa Minoru、Fu Haoran、Akamatsu Takashi
    • Journal Title

      Transportation Research Procedia

      Volume: 23 Pages: 303-321

    • DOI

      10.1016/j.trpro.2017.05.018

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Tradable Network Permits: A New Scheme for the Most Efficient Use of Network Capacity2017

    • Author(s)
      Takashi Akamatsu and Kentaro Wada
    • Journal Title

      Transportation Research Part C

      Volume: Vol.79 Pages: 178-195

    • DOI

      10.1016/j.trc.2017.03.009

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] First-best Dynamic Assignment of Commuters with Endogenous Heterogeneities in a Corridor Network2017

    • Author(s)
      Minoru Osawa, Haoran Fu and Takashi Akamatsu
    • Journal Title

      Tranportation Research Procedea: 22nd International Symposium on Transportation & Traffic Theory

      Volume: 22 Pages: 1-20

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] TRAFFIC PERFORMANCE ANALYSIS OF ROAD NETWORK BASED ON DYNAMIC USER EQUILIBRIUM2017

    • Author(s)
      和田健太郎, 佐津川功季
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 73 Issue: 1 Pages: 56-72

    • DOI

      10.2208/jscejipm.73.56

    • NAID

      130005464655

    • ISSN
      2185-6540
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A NOTE ON THE SOLUTION ALGORITHM OF NASH EQUILIBRIUM IN DYNAMIC TRAFFIC ASSIGNMENT FOR SINGLE DESTINATION NETWORKS2017

    • Author(s)
      佐津川功季, 和田健太郎
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 73 Issue: 1 Pages: 103-108

    • DOI

      10.2208/jscejipm.73.103

    • NAID

      130005464656

    • ISSN
      2185-6540
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Spread of Traffic Congestion Detected by Traffic Sensor Data Mining in Naha City2017

    • Author(s)
      井上 亮, 宮下 明久, 杉田 正俊
    • Journal Title

      JSTE Journal of Traffic Engineering

      Volume: 3 Issue: 2 Pages: A_145-A_152

    • DOI

      10.14954/jste.3.2_A_145

    • NAID

      130005312774

    • ISSN
      2187-2929
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 形状複雑度を制御可能なネットワーク上の点事象集積領域検出法の提案2016

    • Author(s)
      井上 亮, 塚原 元英
    • Journal Title

      GIS -理論と応用

      Volume: 24 Pages: 39-48

    • NAID

      130007605699

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Characterization of Macroscopic Fundamental Diagrams Based on Long-term Detectors Data: Case Studies of Sendai and Kyoto Cities2016

    • Author(s)
      王 鵬飛,赤松 隆,和田 健太郎,杉田 正俊,名古屋 利一,鷲見 浩
    • Journal Title

      JSTE Journal of Traffic Engineering

      Volume: 2 Issue: 5 Pages: 11-20

    • DOI

      10.14954/jste.2.5_11

    • NAID

      130005162932

    • ISSN
      2187-2929
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mining spatio-temporal patterns of congested traffic in urban areas from traffic sensor data2016

    • Author(s)
      Ryo Inoue, Akihisa Miyashigta, Masatohis Sugita
    • Journal Title

      Proceedings of 19th IEEE International Conference on Intelligent Transportation Systems

      Volume: 19 Pages: 731-736

    • DOI

      10.1109/itsc.2016.7795635

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 長期間観測データを用いた Macroscopic Fundamental Diagram の特徴づけ:仙台市および京都市におけるケース・スタディ2016

    • Author(s)
      王 鵬飛,赤松 隆,和田 健太郎,杉田 正俊,名古屋 利一,鷲見 浩
    • Journal Title

      交通工学論文集

      Volume: 2

    • NAID

      130005162932

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] An Empirical Analysis of Macroscopic Fundamental Diagrams for Sendai Road Networks2015

    • Author(s)
      Pengfei WANG, Kentaro WADA, Takashi AKAMATSU, Yusuke HARA
    • Journal Title

      Interdisciplinary Information Sciences

      Volume: 21 Issue: 1 Pages: 49-61

    • DOI

      10.4036/iis.2015.49

    • NAID

      110009890482

    • ISSN
      1340-9050, 1347-6157
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Corridor Problem with Discrete Multiple Bottlenecks2015

    • Author(s)
      Takashi Akamatsu, Kentaro Wada and Shunsuke Hayashi
    • Journal Title

      Transportation Research Part B

      Volume: 81 Pages: 808-829

    • DOI

      10.1016/j.trb.2015.07.015

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 多起点1終点ネットワークにおける巨視的な交通性能解析2015

    • Author(s)
      佐津川 功季,和田 健太郎
    • Journal Title

      交通工学研究発表会論文集

      Volume: 35 Pages: 299-306

    • NAID

      40020993872

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 渋滞パターンに着目したネットワークスループットの低下メカニズムに関する分析2015

    • Author(s)
      佐津川功季, 和田健太郎, 大口敬, 井料(浅野)美帆
    • Journal Title

      土木計画学研究・講演集

      Volume: 52

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 進化ゲーム理論に基づく確率的交通配分の分位数推計手法2015

    • Author(s)
      尻高佑樹,長江剛志
    • Journal Title

      土木計画学研究・講演集

      Volume: 52

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Macroscopic Fundamental Diagram における渋滞領域発生メカニズムに関する実証研究2015

    • Author(s)
      王 鵬飛,赤松 隆,和田 健太郎
    • Journal Title

      土木計画学研究・講演集

      Volume: 51

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 交通感知器データに基づく都市内の渋滞発生・拡大形態の時空間分析2015

    • Author(s)
      井上 亮
    • Journal Title

      土木計画学研究・講演集

      Volume: 51

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Empirical Research on the Occurrence Mechanism of Congested Regime in a Macroscopic Fundamental Diagram2015

    • Author(s)
      Pengfei Wang, Takashi Akamatsu and Kentaro Wada
    • Journal Title

      Proc. of the 20th HKSTS ( International Conference of Hong Kong Society for Transportation Studies)

      Volume: 20

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of origin-destination structures on network performance: Some simple examples2015

    • Author(s)
      Kouki Satsukawa and Kentaro Wada
    • Journal Title

      Proc. of the 20th HKSTS ( International Conference of Hong Kong Society for Transportation Studies)

      Volume: 20

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Infinite or finite-dimensional complementarity reformulation for the departure-time choice equilibrium problem with discrete multiple bottlenecks2015

    • Author(s)
      Takashi Akamatsu, Kentaro Wada and Shunsuke Hayashi
    • Journal Title

      Proc. of the 13th EUROPT Workshop on Advances in Continuous Optimization (EUROPT2015)

      Volume: 13

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Presentation] A Method for Evaluating Travel Time Distribution on Signalized Arterial Roads2018

    • Author(s)
      Takeshi Nagae, Ren Toda, Kentaro Wada
    • Organizer
      The 7th International Symposium on Transportation Network Reliability (INSTR)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An optimization modeling of coordinated traffic signal control based on the variational theory and its stochastic extension2017

    • Author(s)
      Kentaro Wada, Kento Usui, Tsubasa Takigawa and Masao Kuwahara
    • Organizer
      The 22ndt International Symposium on Transportation and Traffic Theory (ISTTT)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] First-best Dynamic Assignment of Commuters with Endogenous Heterogeneities in a Corridor Network2017

    • Author(s)
      Minoru Osawa, Haoran Fu, and Takashi Akamatsu
    • Organizer
      The 22ndt International Symposium on Transportation and Traffic Theory (ISTTT)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Mechanism Design for Bus Fleet Scheduling without Demand Estimation2017

    • Author(s)
      Wataru Washibe and Takeshi Nagae
    • Organizer
      The 22nd Hong Kong Society of Transportation Studies International Conference (HKSTS)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 首都圏高速道路ネットワークの効率的利用のためのランプ制御2017

    • Author(s)
      佐津川功季,森部伸一, 和田健太郎, 大口敬
    • Organizer
      第55回土木計画学研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 全てのSimple Pathを対象としたロジット型交通量配分法2017

    • Author(s)
      井上紳一・長江剛志
    • Organizer
      第55回土木計画学研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 動的計画法を用いた信号交差点の期待遅れ時間の厳密評価手法2017

    • Author(s)
      戸田廉・長江剛志
    • Organizer
      第31回人工知能学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Relation between proximity of streets in urban network and parameters of neural network for traffic volume prediction2017

    • Author(s)
      Koji Yoshida and Ryo Inoue
    • Organizer
      International Conference on GeoComputation
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 誤差修正モデル・閾値モデルを用いた交通状態予測手法の開発・検討2017

    • Author(s)
      宮下 明久, 井上 亮
    • Organizer
      第56回土木計画学研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 道路リンクの接続関係を反映したニューラルネットによる道路交通量予測の検討2017

    • Author(s)
      吉田 幸司, 井上 亮
    • Organizer
      第56回土木計画学研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Analysis of stochastic dynamics and short-term forecast of macroscopic traffic using the Markov chain approach2016

    • Author(s)
      Okuda, H.. and Nagae, T.
    • Organizer
      the 21st Hong Kong Society of Transportation Studies International Conference
    • Place of Presentation
      Hong Kong
    • Year and Date
      2016-12-10
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] First-best dynamic assignment of commuters with endogenous heterogeneities in a corridor network2016

    • Author(s)
      Haoran Fu, Minoru Osawa, Takashi Akamatsu
    • Organizer
      第30回応用地域学会研究研究発表会
    • Place of Presentation
      神戸大学(兵庫県神戸市)
    • Year and Date
      2016-11-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] 動的配分理論による道路ネットワークの交通性能解析2016

    • Author(s)
      和田健太郎, 佐津川功季
    • Organizer
      第54回土木計画学研究発表会
    • Place of Presentation
      長崎大学・文教キャンパス(長崎県長崎市)
    • Year and Date
      2016-11-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] 単一終点ネットワークにおける動的交通量配分問題のNash均衡解の解法について2016

    • Author(s)
      佐津川功季, 和田健太郎
    • Organizer
      第54回土木計画学研究発表会
    • Place of Presentation
      長崎大学・文教キャンパス(長崎県長崎市)
    • Year and Date
      2016-11-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] Mining spatio-temporal patterns of congested traffic in urban areas from traffic sensor data2016

    • Author(s)
      Ryo Inoue, Akihisa Miyashigta, Masatohis Sugita
    • Organizer
      IEEE 19th International Conference on Intelligent Transportation Systems
    • Place of Presentation
      Rio de Janeiro, Brazil
    • Year and Date
      2016-11-02
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Travel pattern analysis from trajectories based on hierarchical classification of stays2016

    • Author(s)
      Ryo Inoue, Motohide Tsukahara
    • Organizer
      the Ninth International Conference on Geographic Information Science
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2016-09-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dynamic traffic assignment in a corridor network: System-optimum vs. user-equilibrium2016

    • Author(s)
      Haoran Fu, Takashi Akamatsu, Kentaro Wada
    • Organizer
      日本オペレーションズ・リサーチ学会 2016年秋季研究発表会
    • Place of Presentation
      山形大学(山形県山形市)
    • Year and Date
      2016-09-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] 車両感知器データのマイニングによる都市内渋滞の時空間形態抽出2016

    • Author(s)
      井上 亮, 宮下 明久, 杉田 正俊
    • Organizer
      第36回交通工学研究発表会論文集
    • Place of Presentation
      日本大学理工学部 駿河台キャンパス(東京都千代田区)
    • Year and Date
      2016-08-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] A theoretical analysis of Macroscopic Fundamental Diagram based on dynamic user equilibrium2016

    • Author(s)
      Kentaro Wada and Kouki Satsukawa
    • Organizer
      The 6th International Symposium on Dynamic Traffic Assignment
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2016-06-30
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A cluster analysis of variations of Macroscopic Fundamental Diagrams: A case study in Tokyo metropolitan areas2016

    • Author(s)
      Le Thi Thuong, Kouki Satsukawa, Kentaro Wada, Takashi Oguchi and Miho Iryo-Asano
    • Organizer
      第53回土木計画学研究発表会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2016-05-29
    • Related Report
      2016 Annual Research Report
  • [Presentation] System-optimal dynamic traffic assignment in a corridor network: An analytical approach and regularities of traffic flow pattern2016

    • Author(s)
      Haoran Fu, Takashi Akamatsu, Kentaro Wada
    • Organizer
      第53回土木計画学研究発表会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2016-05-29
    • Related Report
      2016 Annual Research Report
  • [Presentation] 高速道路ネットワークにおける Macroscopic Fundamental Diagram 特性と渋滞パターンの対応関係に関する実証分析2016

    • Author(s)
      王 鵬飛・赤松 隆・和田 健太郎
    • Organizer
      第53回土木計画学研究発表会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2016-05-29
    • Related Report
      2016 Annual Research Report
  • [Presentation] Effect of origin-destination structures on network performance: Some simple examples2015

    • Author(s)
      Kouki Satsukawa and Kentaro Wada
    • Organizer
      20th International Conference of Hong Kong Society for Transportation Studies
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      2015-12-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Empirical Research on The Occurrence Mechanism of Congested Regime in a Macroscopic Fundamental Diagram2015

    • Author(s)
      Pengfei Wang, Takashi Akamatsu and Kentaro Wada
    • Organizer
      20th International Conference of Hong Kong Society for Transportation Studies
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      2015-12-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 進化ゲーム理論に基づく確率的交通配分の分位数推計手法2015

    • Author(s)
      尻高佑樹,長江剛志
    • Organizer
      第52回土木計画学研究発表会
    • Place of Presentation
      秋田大学
    • Year and Date
      2015-11-23
    • Related Report
      2015 Annual Research Report
  • [Presentation] 渋滞パターンに着目したネットワークスループットの低下メカニズムに関する分析2015

    • Author(s)
      佐津川功季, 和田健太郎, 大口敬, 井料(浅野)美帆
    • Organizer
      第52回土木計画学研究発表会
    • Place of Presentation
      秋田大学
    • Year and Date
      2015-11-22
    • Related Report
      2015 Annual Research Report
  • [Presentation] 巨大災害時のガソリン不足に対する戦略とその社会経済評価:東日本大震災における実証分析2015

    • Author(s)
      赤松隆,大澤実,長江剛志,山口裕通
    • Organizer
      第52回土木計画学研究発表会
    • Place of Presentation
      秋田大学
    • Year and Date
      2015-11-22
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 乱択アルゴリズムを用いた感知器データに基づく都市道路ネットワークの巨視的状態の推定2015

    • Author(s)
      奥田光,長江剛志
    • Organizer
      JAWS (Joint Agent Workshops & Symposium) 2015
    • Place of Presentation
      山中温泉河鹿ロイヤルホテル
    • Year and Date
      2015-10-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] The Corridor Problem with Discrete Multiple Bottlenecks2015

    • Author(s)
      Takashi Akamatsu, Kentaro Wada and Shunsuke Hayashi
    • Organizer
      21th International symposium on Transportation and Traffic Theory (ISTTT21)
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2015-08-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Infinite or finite-dimensional complementarity reformulation for the departure-time choice equilibrium problem with discrete multiple bottlenecks2015

    • Author(s)
      Takashi Akamatsu, Kentaro Wada, and Shunsuke Hayashi
    • Organizer
      13th EUROPT Workshop on Advances in Continuous Optimization
    • Place of Presentation
      Edinburgh, UK (Scotland)
    • Year and Date
      2015-07-08
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Macroscopic Fundamental Diagram における渋滞領域発生メカニズムに関する実証研究2015

    • Author(s)
      王 鵬飛,赤松 隆,和田 健太郎
    • Organizer
      第51回土木計画学研究発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2015-06-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] 交通感知器データに基づく都市内の渋滞発生・拡大形態の時空間分析2015

    • Author(s)
      井上 亮
    • Organizer
      第51回土木計画学研究発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2015-06-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] 進化ゲーム理論とMCMCを用いた道路交通状態の確率的特性の分析2015

    • Author(s)
      尻高 佑樹,長江 剛志
    • Organizer
      第29回人口知能学会全国大会
    • Place of Presentation
      公立はこだて未来大学
    • Year and Date
      2015-05-30
    • Related Report
      2015 Annual Research Report

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Published: 2015-04-16   Modified: 2019-03-29  

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