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Massively Multiagent-based Simulation with Participatory Design

Research Project

Project/Area Number 21800026
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Intelligent informatics
Research InstitutionKyoto University

Principal Investigator

NAKAJIMA Yuu  Kyoto University, 大学院・情報学研究科, 特定助教 (50554979)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥2,678,000 (Direct Cost: ¥2,060,000、Indirect Cost: ¥618,000)
Fiscal Year 2010: ¥1,274,000 (Direct Cost: ¥980,000、Indirect Cost: ¥294,000)
Fiscal Year 2009: ¥1,404,000 (Direct Cost: ¥1,080,000、Indirect Cost: ¥324,000)
Keywordsエージェント / シミュレーション工学 / マルチエージェントシミュレーション / 都市シミュレーション / モデル化 / 統合シミュレーション / 交通シミュレーション / 参加型モデリング / エージェント処理系 / エージェント応用 / 大規模マルチエージェントシミュレーション
Research Abstract

This research has two main objectives : The first objective is to extract human decision-making models depending on the situation. The second objective is to realize a simulation environment that can observe influences of personal decision-making in the city environment. We focus on urban traffic as the target problem. While traffic flow simulations using simple agents are popular in the traffic domain, it has been recognized that driving behavior simulations with sophisticated agents are also beneficial. We propose a method of constructing a simulation environment which can execute citywide traffic simulations taking personal decision-making into account. The proposed simulation platform can support execution of citywide traffic simulation with multiple agent models.

Report

(3 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • Research Products

    (26 results)

All 2011 2010 2009 Other

All Journal Article (10 results) (of which Peer Reviewed: 9 results) Presentation (14 results) Remarks (2 results)

  • [Journal Article] Massive Multiagent-based Urban Traffic Simulation with Fine-Grained Behavior Models2011

    • Author(s)
      服部宏充, 中島悠, 山根昇平
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics (JACII), Fuji Technology Press Vol.15, No.2

      Pages: 233-239

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Learning from Humans : Agent Modeling with Individual Human Behaviors2011

    • Author(s)
      服部宏充, 中島悠, 石田亨
    • Journal Title

      IEEE Transactions on Systems, Man, and Cybernetics Part A : Systems and Humans. 41(1)

      Pages: 1-9

    • NAID

      120002661538

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Massive Multiagent-based Urban Traffic Simulation with Fine-Grained Behavior Models2011

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, Shohei Yamane
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics(JACII)

      Volume: Vol.15, No.2 Pages: 233-239

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Learning from Humans : Agent Modeling with Individual Human Behaviors2011

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, Toru Ishida
    • Journal Title

      IEEE Transactions on Systems, Man, and Cybernetics Part A : Systems and Humans

      Volume: Vol.41 No.1 Pages: 1-9

    • NAID

      120002661538

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Wide-Area Traffic Simulation Based on Driving Behavior Model.2010

    • Author(s)
      Yuu Nakajima, Yoshiyuki Nakai, Hattori Hiromitsu, Toru Ishida
    • Journal Title

      The 12th International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-2009), Lecture Notes in Computer Science, Springer-Verlag LNCS5925

      Pages: 459-470

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 大規模マルチエージェント交通シミュレーション2010

    • Author(s)
      服部宏充, 中島悠, 加藤整, 石田亨, 山根昇平
    • Journal Title

      自動車技術 Vol.64, No.3

      Pages: 38-44

    • NAID

      10026795005

    • Related Report
      2010 Final Research Report
  • [Journal Article] 大規模マルチエージェント交通シミュレーション2010

    • Author(s)
      服部宏充, 中島悠, 加藤整, 石田亨, 山根昇平
    • Journal Title

      自動車技術 Vol. 64, No. 3

      Pages: 38-44

    • NAID

      10026795005

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 参加型モデリングに基づく運転行動モデル構築手法2009

    • Author(s)
      服部宏充, 中島悠, 石田亨
    • Journal Title

      電子情報通信学会論文誌 Vol.J92-D, No.11

      Pages: 1927-1934

    • NAID

      110007467234

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Wide-Area Traffic Simulation Based on Driving Behavior Model2009

    • Author(s)
      Yuu Nakajima, Yoshiyuki Nakai, Hattori Hiromitsu, Toru Ishida
    • Journal Title

      Lecture Notes in Computer Science 5925

      Pages: 459-470

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 参加型モデリングに基づく運転行動モデル構築手法2009

    • Author(s)
      服部宏充, 中島悠, 石田亨
    • Journal Title

      電子情報通信学会論文誌 J92-D, No. 11

      Pages: 1927-1934

    • NAID

      110007467234

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Multi-model based Simulation Platform for Urban Traffic Simulation.2010

    • Author(s)
      中島悠, 山根昇平, 服部宏充
    • Organizer
      The 13th International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-2010)
    • Place of Presentation
      Kolkata, India
    • Year and Date
      2010-11-15
    • Related Report
      2010 Final Research Report
  • [Presentation] Multi-model based Simulation Platform for Urban Traffic Simulation2010

    • Author(s)
      Yuu Nakajima, Shohei Yamane, Hiromitsu Hattori
    • Organizer
      The 13th International Conference on Principles of Practice in Multi-Agent Systems(PRIMA-2010)
    • Place of Presentation
      Kolkata, India
    • Year and Date
      2010-11-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] マルチモデルに基づく都市交通シミュレーションプラットフォーム2010

    • Author(s)
      中島悠, 山根昇平, 服部宏充
    • Organizer
      第9回合同エージェントワークショップ&シンポジウム2010(JAWS-2010)
    • Place of Presentation
      富良野
    • Year and Date
      2010-10-27
    • Related Report
      2010 Final Research Report
  • [Presentation] マルチモデルに基づく都市交通シミュレーションプラットフォーム2010

    • Author(s)
      中島悠, 山根昇平, 服部宏充
    • Organizer
      第9回合同エージェントワークショップ&シンポジウム2010(JAWS-2010)
    • Place of Presentation
      富良野,日本
    • Year and Date
      2010-10-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] 都市交通におけるミクロ・マクロリンクの解明2010

    • Author(s)
      山根昇平, 服部宏充, 中島悠, 石田亨
    • Organizer
      第24回人工知能学会全国大会オーガナイズドセッション「交通・移動・流れとAI」
    • Place of Presentation
      長崎
    • Year and Date
      2010-06-10
    • Related Report
      2010 Final Research Report
  • [Presentation] 都市交通におけるミクロ・マクロリンクの解明2010

    • Author(s)
      山根昇平, 服部宏充, 中島悠, 石田亨
    • Organizer
      第24回人工知能学会全国大会オーガナイズドセッション「交通・移動・流れとAI」, 2I1-OS5-6
    • Place of Presentation
      長崎,日本
    • Year and Date
      2010-06-10
    • Related Report
      2010 Annual Research Report
  • [Presentation] 参加型モデリングに基づく大規模都市交通シミュレーション2010

    • Author(s)
      中島悠, 服部宏充, 山根昇平, 石田亨
    • Organizer
      第11回AI若手の集い(MYCOM-2010)
    • Place of Presentation
      下呂
    • Year and Date
      2010-05-28
    • Related Report
      2010 Final Research Report
  • [Presentation] 参加型モデリングに基づく大規模都市交通シミュレーション2010

    • Author(s)
      中島悠, 服部宏充, 山根昇平, 石田亨
    • Organizer
      第11回AI若手の集い(MYCOM-2010)
    • Place of Presentation
      下呂,日本
    • Year and Date
      2010-05-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] Modeling Individual Driving Behaviors for Multiagent Traffic Simulation2010

    • Author(s)
      服部宏充, 中島悠, 石田亨
    • Organizer
      The 6th Workshop on Agents in Traffic and Transportation (ATT-2010)
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2010-05-11
    • Related Report
      2010 Final Research Report
  • [Presentation] Modeling Individual Driving Behaviors for Multiagent Traffic Simulation2010

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, Toru Ishida
    • Organizer
      The 6th Workshop on Agents in Traffic and Transportation (ATT 2010)
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2010-05-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] マルチエージェントに基づく都市交通シミュレーションとミクロ・マクロリンクに関する一考察2010

    • Author(s)
      服部宏充, 山根昇平, 中島悠, 石田亨
    • Organizer
      平成22年電気学会電子・情報・システム部門大会
    • Year and Date
      2010-02-02
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Wide-Area Traffic Simulation Based on Driving Behavior Model2009

    • Author(s)
      Yuu Nakajima, Yoshiyuki Nakai, Hiromitsu Hattori, Toru Ishida
    • Organizer
      International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-09)
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2009-12-15
    • Related Report
      2009 Annual Research Report
  • [Presentation] 運転行動モデルに基づく広域交通シミュレーション2009

    • Author(s)
      中島悠, 中井喜之, 服部宏充, 石田亨
    • Organizer
      エージェント合同シンポジウム (JAWS2009)
    • Place of Presentation
      宮城, 日本
    • Year and Date
      2009-10-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 運転行動モデルに基づく広域交通シミュレーション2009

    • Author(s)
      中島悠, 中井喜之, 服部宏充, 石田亨
    • Organizer
      第8回合同エージェントワークショップ&シンポジウム2009(JAWS-2009)
    • Place of Presentation
      蔵王
    • Year and Date
      2009-10-05
    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://www.ai.soc.i.kyoto-u.ac.jp/~nkjm/

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.ai.soc.i.kyoto-u.ac.jp/~nkjm/indexj.html

    • Related Report
      2009 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

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