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Dynamic management of next-generation transportation system for post-big data era

Research Project

Project/Area Number 16H02368
Research Category

Grant-in-Aid for Scientific Research (A)

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

Principal Investigator

Iryo Takamasa  神戸大学, 工学研究科, 教授 (10362758)

Co-Investigator(Kenkyū-buntansha) 和田 健太郎  筑波大学, システム情報系, 准教授 (20706957)
日下部 貴彦  東京大学, 空間情報科学研究センター, 講師 (80604610)
赤松 隆  東北大学, 情報科学研究科, 教授 (90262964)
原 祐輔  東京大学, 大学院工学系研究科(工学部), 助教 (50647683)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥27,950,000 (Direct Cost: ¥21,500,000、Indirect Cost: ¥6,450,000)
Fiscal Year 2019: ¥7,150,000 (Direct Cost: ¥5,500,000、Indirect Cost: ¥1,650,000)
Fiscal Year 2018: ¥11,050,000 (Direct Cost: ¥8,500,000、Indirect Cost: ¥2,550,000)
Fiscal Year 2017: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2016: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Keywords交通工学 / 交通ビッグデータ / 交通マネジメント / 交通ビックデータ / 動学的交通モデル / 動学的マネジメント
Outline of Final Research Achievements

Transport big-data is often used to obtain various kinds of insights on transport systems and travel behaviour, but ultimately it should be used for a better management of a transport system. The purpose of this research is to construct dynamic future prediction methods based on the assumptions of dynamic data obtained by transport big-data, and to construct dynamic management methods that include them. The dynamic future prediction methods were constructed by dynamic extension based on the concept of equilibrium, which is the mainstream in existing research. As for the dynamic management methods, in consideration of the characteristics of transport big-data, we have proposed management methods by quantity management, price management, and information provision. We analysed their characteristics and confirmed the usefulness of the proposed methods.

Academic Significance and Societal Importance of the Research Achievements

本研究の成果は,交通工学分野でも普及しているビッグデータの活用方法をシステマティックに提案する.ビッグデータによる交通システムの現況理解はここ数年で多くの事例が出るようになったが,それを用いた交通システムのマネジメントの方法論は学術的にも途上である.本研究の成果は,この課題に学術的な進展を加えたという点で学術的意義が大きいほか,実務におけるデータ活用の方策を提案するという点で社会的意義も大きい.

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (53 results)

All 2020 2019 2018 2017 2016 Other

All Int'l Joint Research (5 results) Journal Article (16 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 15 results,  Open Access: 5 results,  Acknowledgement Compliant: 2 results) Presentation (28 results) (of which Int'l Joint Research: 13 results) Book (1 results) Remarks (1 results) Funded Workshop (2 results)

  • [Int'l Joint Research] University of Leeds(英国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] University of Leeds/University of York(英国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] University of Leeds/University of York(英国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] UC Irvine(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] リーズ大学/ヨーク大学(英国)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Stabilisation strategy for unstable transport systems under general evolutionary dynamics2020

    • Author(s)
      Iryo Takamasa、Smith Michael J.、Watling David
    • Journal Title

      Transportation Research Part B: Methodological

      Volume: 132 Pages: 136-151

    • DOI

      10.1016/j.trb.2019.05.021

    • NAID

      120006818747

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Traffic performance analysis of road network based on congestion patterns2019

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

      SEISAN KENKYU

      Volume: 71 Issue: 2 Pages: 89-95

    • DOI

      10.11188/seisankenkyu.71.89

    • NAID

      130007627783

    • ISSN
      0037-105X, 1881-2058
    • Year and Date
      2019-03-01
    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] Stochastic stability of dynamic user equilibrium in unidirectional networks: Weakly acyclic game approach2019

    • Author(s)
      Satsukawa Koki、Wada Kentaro、Iryo Takamasa
    • Journal Title

      Transportation Research Part B: Methodological

      Volume: 125 Pages: 229-247

    • DOI

      10.1016/j.trb.2019.05.015

    • NAID

      120006653230

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 首都圏高速道路網における渋滞パターンと Macroscopic Fundamental Diagram の安定性2019

    • Author(s)
      酒井 高良・赤松 隆
    • Journal Title

      土木学会論文集 D3 (土木計画学)

      Volume: 75

    • NAID

      130007651668

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Instability of Departure Time Choice Problem: A Case with Replicator Dynamics2019

    • Author(s)
      Iryo, T.
    • Journal Title

      Transportation Research Part B

      Volume: ― Pages: 353-364

    • DOI

      10.1016/j.trb.2018.08.005

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [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
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Trading Mechanisms for Bottleneck Permits with Multiple Purchase Opportunities2018

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

      Transportation Research Part C: Emerging Technologies

      Volume: 95 Pages: 414-430

    • DOI

      10.1016/j.trc.2018.07.011

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Adoption of Dynamic Ridesharing System Under Influence of Information on Social Network2018

    • Author(s)
      Phathinan THAITHATKUL, Toru SEO, Takahiko KUSAKABE, Yasuo ASAKURA
    • Journal Title

      Transportation Research Procedia

      Volume: 37 Pages: 401-408

    • Related Report
      2018 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
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] On the Uniqueness of Equilibrated Dynamic Traffic Flow Patterns in Unidirectional Networks2017

    • Author(s)
      Takamasa Iryo and Mike Smith
    • Journal Title

      Transportation Research Part B

      Volume: - Pages: 757-773

    • DOI

      10.1016/j.trb.2017.09.009

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] DYNAMIC USER EQUILIBRIUM ASSIGNMENT BY MARKOV CHAIN INCLUDING QUEUE SPILLBACK2017

    • Author(s)
      福田和輝, 井料隆雅, 浦田淳司, 石原雅晃
    • Journal Title

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

      Volume: 73 Issue: 5 Pages: I_633-I_641

    • DOI

      10.2208/jscejipm.73.I_633

    • NAID

      130006286581

    • ISSN
      2185-6540
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [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
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [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] 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] Stability of Network Flows: Traffic Equilibrium and Its Paradoxes2016

    • Author(s)
      和田健太郎
    • Journal Title

      Journal of The Society of Instrument and Control Engineers

      Volume: 55 Issue: 4 Pages: 368-375

    • DOI

      10.11499/sicejl.55.368

    • NAID

      130005146381

    • ISSN
      0453-4662, 1883-8170
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Large-scale traffic data imputation using matrix completion on graphs2019

    • Author(s)
      Tianyang Han, Kentaro Wada and Takashi Oguchi
    • Organizer
      The 22nd IEEE International Conference on Intelligent Transportation Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 動的交通均衡配分理論の近年の進展2019

    • Author(s)
      和田健太郎
    • Organizer
      第60回土木計画学研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Optimal control strategy for relief supply considering information and demand uncertainty after a major disaster2019

    • Author(s)
      Kawase, Riki., Urata, Jung., and Iryo, Takamasa
    • Organizer
      Control of Transportation Systems - 1st WCTS 2019 (IFAC-PapersOnLine 52(6), pp.31-38)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Performance Comparison of Post Disaster HumanitarianLogistics in the Aftermath of the Tohoku Disasters and the Kumamoto Earthquakes2019

    • Author(s)
      Riki Kawase, Junji Urata, Takamasa Iryo
    • Organizer
      The 10th conferenceof the international society for integrated disaster risk management
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improving Post Disaster Humanitarian Logistics wthTheoretical ans Empirical Approaches2019

    • Author(s)
      Riki Kawase, Junji Urata, Takamasa Iryo
    • Organizer
      The 24th international conference of Hong Kong Society forTransportation Studies
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 災害復旧期における情報の非同期性を考慮した在庫配送計画モデルの提案2019

    • Author(s)
      河瀬理貴, 浦田淳司, 井料隆雅
    • Organizer
      日本経営工学会2019春季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Optimal inventory distribution strategy for relief supply considering information uncertainty after a major disaster2018

    • Author(s)
      Kawase, R., Urata, J., and Iryo, T.
    • Organizer
      Informs annual meeting 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of information collection behaviour on stability of a simplified departure time choice problem2018

    • Author(s)
      Iryo, T.
    • Organizer
      The Seventh International Symposium on Dynamic Traffic Assignment
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 災害復旧期における情報と需要の不確実性を考慮した最適在庫配送計画2018

    • Author(s)
      河瀬理貴
    • Organizer
      第16回ITSシンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] 災害復旧期における情報の不確実性を考慮した在庫配送計画モデルの提案2018

    • Author(s)
      河瀬理貴, 浦田淳司, 井料隆雅
    • Organizer
      第57回土木計画学研究発表会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 少数のトライアンドエラーによる交通ネットワーク制御の最適化2018

    • Author(s)
      中野総士, 井料隆雅, 原祐輔, 日下部貴彦
    • Organizer
      第57回土木計画学研究発表会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Improving the Efficiency of Shared Mobility Service Markets using New Congestion Management Scheme2018

    • Author(s)
      Han Gui and Takashi Akamatsu
    • Organizer
      ITS symposium
    • Related Report
      2018 Annual Research Report
  • [Presentation] 出発時刻・経路同時選択を内生化した動的利用者均衡配分の効率的アルゴリズム2018

    • Author(s)
      河向 隆志・赤松 隆
    • Organizer
      第16回 ITS シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] Spatio-temporal Regularities of Traffic Congestion Patterns in the Metropolitan Expressway Network2018

    • Author(s)
      Takara Sakai and Takashi Akamatsu
    • Organizer
      The 5th CWRU-Tohoku Joint Workshop
    • Related Report
      2018 Annual Research Report
  • [Presentation] 首都圏高速道路網における渋滞パターンの時空間規則性2018

    • Author(s)
      酒井 高良・赤松 隆
    • Organizer
      第57回土木計画学研究発表会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Dynamic Traffic Assignment in a Corridor Network: Optimum vs. Equilibrium2018

    • Author(s)
      Haoran Fu, Takashi Akamatsu and Kentaro Wada
    • Organizer
      The 7th International Symposium on Dynamic Traffic Assignment
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] アクティビティベースシミュレータMATSIMの東京都市圏への適用とその応用2018

    • Author(s)
      三谷卓摩, PhathinanTHAITHATKUL, 日下部貴彦
    • Organizer
      第57回土木計画学研究発表会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 渋滞パターンの縮約に基づく一般構造ネットワークの交通性能近似手法の考察2018

    • Author(s)
      佐津川功季, 和田健太郎, 大口敬
    • Organizer
      第57回土木計画学研究発表会
    • Related Report
      2018 Annual Research Report
  • [Presentation] ゲーム理論的アプローチによる動的利用者均衡の確率的安定性の解析2018

    • Author(s)
      佐津川功季, 和田健太郎, 井料隆雅
    • Organizer
      第58回土木計画学研究発表会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Fluctuations of Queuing Congestions by a Markov-chain Based Day-to-day Dynamical Model2018

    • Author(s)
      Kazuki Fukuda., Takamasa Iryo, Junji Urata, and Masaaki Ishihara
    • Organizer
      7th International Symposium on Transportation Network Reliability
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 不安定な動的利用者均衡に対する安定化制御2017

    • Author(s)
      井料隆雅
    • Organizer
      第55回土木計画学研究発表会
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 二次元空間 Fujita and Ogawa モデルの効率的解法2017

    • Author(s)
      秋本 克哉・赤松 隆
    • Organizer
      日本オペレーションズ・リサーチ学会2017年秋季研究発表会
    • Related Report
      2017 Annual Research Report
  • [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] Tradable network permits scheme and its implementation mechanisms2017

    • Author(s)
      Kentaro Wada
    • Organizer
      SoCal-Japan Joint Workshop: Advanced Traffic Management and Control in the Era of Connected and Autonomous Driving
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 多目的最適化アプローチによる交通混雑と道路損傷を考慮した動的システム最適配分の分析2017

    • Author(s)
      中田雄大, 和田健太郎,大口敬
    • Organizer
      第15回ITSシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Doubly Dynamic Traffic Routeing and Control Models with Information Transmission: Stability and Convergence using Lyapunov Methods, and Instability2016

    • Author(s)
      Smith, M.J., Bliemer, M., Bell, M.G.H., and Iryo, T.
    • Organizer
      hEART 2016 - 5th Symposium of the European Association for Research in Transportation
    • Place of Presentation
      Delft, Netherlands
    • Year and Date
      2016-09-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Instability of Departure Time Choice Problem: A Case with Replicator Dynamics2016

    • Author(s)
      Iryo, T.
    • Organizer
      The Sixth International Symposium on Dynamic Traffic Assignment
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2016-06-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [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
      2016-06-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Book] Combination of Smart Card Data with Person Trip Survey Data.In: Fumitaka Kurauchi, Jan-Dirk Schmoecker (eds.)2016

    • Author(s)
      Takahiko KUSAKABE and Yasuo ASAKURA
    • Publisher
      CRC Press
    • Related Report
      2016 Annual Research Report
  • [Remarks] White Rose Research Online

    • URL

      http://eprints.whiterose.ac.uk/146597/

    • Related Report
      2019 Annual Research Report
  • [Funded Workshop] International Workshop on Control and DTA: from principles to large-scale implementation2020

    • Related Report
      2019 Annual Research Report
  • [Funded Workshop] UK-Japan International Workshop: 'The design, analysis and control of road networks in cities - how should theory and practice respond to new technologies?'2017

    • Place of Presentation
      Kings Manor, University of York, UK
    • Related Report
      2016 Annual Research Report

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Published: 2016-04-21   Modified: 2022-10-07  

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