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Development Studies of Pedestrian Flow Simulators by Intelligent Agent Approach

Research Project

Project/Area Number 26282083
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionNagoya Institute of Technology

Principal Investigator

KANEDA Toshiyuki  名古屋工業大学, 工学(系)研究科(研究院), 教授 (10192543)

Co-Investigator(Kenkyū-buntansha) 高橋 雅和  山口大学, その他の研究科, 准教授 (20621105)
市川 学  国立保健医療科学院, その他部局等, その他 (60553873)
Research Collaborator NATSUME Yoshinori  
TAMADA Masaki  
TOKUNAGA Ken'ichi  
OKAMOTO Kouhei  
OTA Akira  
KOBAYASHI Yoshiyuki  
HARAZAKI Masaya  
SONOHARA Makoto  
NAKANO Yuusuke  
CHANG Shang  
SHOMITSU Masahiro  
SUZUKI Tatsuto  
TAMIYA Kei  
SAKAI Kouhei  
Magdy Hussam  
MIZUNO Takayuki  
OoHASHI Satoshi  
MORITA Yuri  
MIZUNO Rikako  
YOSHIDA Michihide  
Gadea Uriel  
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥16,120,000 (Direct Cost: ¥12,400,000、Indirect Cost: ¥3,720,000)
Fiscal Year 2016: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2015: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2014: ¥6,890,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥1,590,000)
Keywords人工社会 / 知的エージェント / ゲーミング / スペースシンタクス / 避難所 / 対向流 / 相転移 / 見通し線 / モデリング / 待合わせ行動 / エージェント / 避難所内感染 / Vision Driven Agent / スペース・シンタックス / 社会システム工学 / シミュレーション / 歩行者流 / 能動的探索行動 / 衝動立寄り / 滞留行動 / 回遊行動 / 都市多様性条件 / 限定合理性 / 外部性 / 知的機能
Outline of Final Research Achievements

In this research, first, we tried the dynamic simulator DDyn which made up an artificial society in which two types of agents of customer and shop interact with each other for commercial agglomeration districts, and examined not only Jacob’s city diversity condition but also downtown revitalization policies.
Secondly, we developed SOARS-SR, a large-scale pedestrian agent simulation platform for urban spaces, and conducted a long-run simulation to deal with infections of residents' agents in evacuation shelters.
Thirdly, our methodology of agent modeling was developed through a research that extracts behavior rules by gaming experiments on virtual space environment in a department store underground shop and also matches simulation results of the agents with spatial cognitive function, and a research that makes compatible with assumption-based behavioral survey data of tourist of evacuation initial movement including information behavior at the time of earthquake damage.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (23 results)

All 2017 2016 2015 2014 Other

All Journal Article (13 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 12 results,  Open Access: 3 results,  Acknowledgement Compliant: 6 results) Presentation (7 results) Remarks (2 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] 行動ルールを用いた歩行者エージェントモデルによる対向流の相転移の分析2017

    • Author(s)
      正光将大、兼田敏之
    • Journal Title

      日本建築学会技術報告集第23巻,第54号,pp.721-724.

      Volume: 23 Pages: 721-724

    • NAID

      200000369050

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] "Sidewalk" as a Realm of Users' Interactions: Simulating Pedestrians' Densities at a Commercial Street in Cairo2016

    • Author(s)
      H. Magdy, M. Shohmitsu, T. Kaneda
    • Journal Title

      REAL CORP 2016 Proceedings, pp.569-578.

      Volume: 2016 Pages: 569-578

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Study on the Agent-Simulation of Waiting Behaviours inside a Transfer Station2016

    • Author(s)
      T. Mizuno, M. Shohmitsu, T. Kaneda
    • Journal Title

      2016 IEEE 40th Annual International Computers, Software & Applications Conferences, pp.111-116.

      Volume: 2016 Pages: 111-116

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Study on Shop-Around Agent Simulation Considering Attractiveness for Impluse Stop2015

    • Author(s)
      Sonohara, M., Natsume, Y., Kaneda, T.
    • Journal Title

      2015 IEEE 39th Annual International Computers, Software & Applications Conferences, pp.368-372.

      Volume: なし Pages: 368-372

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Comparative Analysis on Factors of the Pedestrian Numbers in a Downtown Area Using Space Syntax Indicators: Case Comparisons of Sakae-South, Nagoya CBD in Japan between 2005 and 20112015

    • Author(s)
      Ota, A., Nakano, Y., Kaneda, T.
    • Journal Title

      Proceedings of the 10th International Space Syntax Symposium, Paper082 (16pages)

      Volume: なし Pages: 082-082

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Downtown Dynamics Model by Artificial Approach2015

    • Author(s)
      Kaneda, T., Chang, S.
    • Journal Title

      CUPUM 2015 Paper266 (17pages)

      Volume: なし Pages: 266-266

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Simulation Analyses on Jane Jacobs' City Diversity Requirements by Using Downtown Dynamics Model2015

    • Author(s)
      Shohmitsu, M., Chang, S., Kaneda, T., Jin, R.
    • Journal Title

      CUPUM 2015 Paper267 (16pages)

      Volume: なし Pages: 267-267

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Measurement and Modeling of Proactive Exploration Behavior by Using a Virtual Space Experiment System2015

    • Author(s)
      Suzuki, T., Kaneda, T., Okamoto, K., & Tamada, M.
    • Journal Title

      The Joint Conference Proceedings of the 46th International Simulation And Gaming Association (ISAGA)/ Japan Association of Simulation And Gaming (JASAG), PP-30 (pp.637-650).

      Volume: なし Pages: 637-650

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] An Analysis of the Characteristics of a Proactive Exploration Behavior Model Based on Three-Dimensional Virtual Space Experiments2015

    • Author(s)
      Kaneda, T., Okamoto, K., Suzuki, T., & Tamada, M.
    • Journal Title

      The 9th International Workshop on Agent-Abased Approach in Economic and Social Complex systems (AESCS), Bali, Indonesia, pp.93-104.

      Volume: なし Pages: 93-104

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] 店舗集積地区における来訪者の回遊行動のモデリング2015

    • Author(s)
      兼田敏之
    • Journal Title

      人工知能

      Volume: 30-4 Pages: 423-428

    • Related Report
      2015 Annual Research Report
  • [Journal Article] スペース・シンタックス指標を導入した都心域の土地価格指標の形成要因の時代間比較分析2015

    • Author(s)
      太田明,兼田敏之
    • Journal Title

      日本建築学会計画系論文集

      Volume: 80

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 回遊行動からみた商店街複合地区のテナントの動態要因の分析 —2013 年名古屋市大須地区を事例として−2015

    • Author(s)
      小林年幸、原崎雅也、兼田敏之
    • Journal Title

      日本建築学会技術報告集

      Volume: 未定

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Modeling and simulation of proactive exploration behaviors2014

    • Author(s)
      Kaneda, T., Okamoto, K., Tamada, M.
    • Journal Title

      Transportation Resarch Procedia

      Volume: 2 Pages: 567-575

    • DOI

      10.1016/j.trpro.2014.09.097

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] セル空間上における避難所シミュレータの開発と避難者空間行動に関する分析2016

    • Author(s)
      民谷啓,市川学,酒井宏平,兼田敏之
    • Organizer
      計測自動制御学会第10回社会システム研究部会, pp.169-174.
    • Place of Presentation
      大泉記念館
    • Year and Date
      2016-03-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] 能動的探索行動モデリングのための3Dゲーミング実験システム2015

    • Author(s)
      兼田敏之,鈴木達人
    • Organizer
      第6回横幹連合カンファレンス,pp.353-356.
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2015-12-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] Downtown Dynamics Model as a Test Bed for Jacobs’ City Diversity Conditions.2015

    • Author(s)
      Toshiyuki KANEDA
    • Organizer
      CSSSA 2015 Santa Fe (Poster)
    • Place of Presentation
      Santa Fe, USA
    • Year and Date
      2015-10-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] 人工社会アプローチによるダウンタウン・ダイナミクス・モデル2015

    • Author(s)
      兼田敏之
    • Organizer
      人工知能学会 ビジネス・インフォマティクス研究会
    • Place of Presentation
      宮古島エメラルドホテル
    • Year and Date
      2015-03-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] 高齢化による移動行動変化を考慮した都市動態エージェントシミュレーション2015

    • Author(s)
      北澤正樹,髙橋雅和,寺野隆雄
    • Organizer
      第8回社会システム部会研究会,計測自動制御学会
    • Place of Presentation
      宮古島エメラルドホテル
    • Year and Date
      2015-03-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 社会シミュレーションのための仮想都市環境構築システム2014

    • Author(s)
      市川学, 出口弘
    • Organizer
      計測自動制御学会第7回社会システム部会研究会
    • Place of Presentation
      小樽商科大学
    • Year and Date
      2014-09-08 – 2014-09-09
    • Related Report
      2014 Annual Research Report
  • [Presentation] 用事ベースド都心来訪意思決定モデルとその理論的検討2014

    • Author(s)
      兼田敏之,徳永健一
    • Organizer
      日本シミュレーション&ゲーミング学会全国大会
    • Place of Presentation
      流通経済大学
    • Year and Date
      2014-05-31 – 2014-06-01
    • Related Report
      2014 Annual Research Report
  • [Remarks]

    • URL

      http://archi2.ace.nitech.ac.jp/kaneda2/

    • Related Report
      2015 Annual Research Report
  • [Remarks] http://archi2.ace.nitech.ac.jp/kaneda2/

    • Related Report
      2014 Annual Research Report
  • [Patent(Industrial Property Rights)] 自律エージェントの能動的探索行動シミュレーションシステム2014

    • Inventor(s)
      兼田敏之
    • Industrial Property Rights Holder
      兼田敏之
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2014-019457
    • Filing Date
      2014-09-25
    • Related Report
      2014 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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