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An Autonomous Disaster Evacuation Assist System based on Multi-agent Technology

Research Project

Project/Area Number 25350481
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionTokai University

Principal Investigator

IIZUKA Yasuki  東海大学, 理学部, 准教授 (80580844)

Co-Investigator(Kenkyū-buntansha) IIZUKA Kayo  専修大学, ネットワーク情報学部, 教授 (80433861)
Co-Investigator(Renkei-kenkyūsha) TAKEUCHI Ikuo  東京大学, 名誉教授 (90293109)
Research Collaborator YOSHIDA Junko  専修大学, ネットワーク情報学部, 教授 (00337643)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords災害避難 / 避難支援システム / 自律分散協調 / シミュレーション / 利用者調査 / 分散制約最適化 / アルゴリズム / 近似解法
Outline of Final Research Achievements

In times of disaster, or other emergency situations, it is essential for people to be evacuated in a smooth manner. Evacuation must be performed promptly and safely. It is necessary to avoid generating a secondary disaster at the time of evacuation. However, this is not easy to realize, because people often tend to panic when facedwith disaster, crowding the evacuation passageways of buildings. Therefore, evacuation guidance is very important. However, it is impossible to guide all evacuees through authorities such as disaster countermeasure offices. To deal with this issue, the authors propose a system that provides optimal evacuation guidance autonomously without central server. The system works on the mobile devices of evacuees, performs distributed calculations on ad-hoc communication. In the experiment using multi-agent simulation, for the case where the evacuees can receive evacuation guidance from this system, the evacuation completion time decreased.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (11 results)

All 2016 2015 2014 2013

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 2 results,  Acknowledgement Compliant: 5 results) Presentation (3 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Evacuation Guidance Systems and Initial Response to Disaster2016

    • Author(s)
      Kayo IIZUKA,Yasuki IIZUKA
    • Journal Title

      Proceedings of International Conference on Advances in Software, Control and Mechanical Engineering

      Volume: Vol.1 Pages: 151-157

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Agent Based Disaster Evacuation Assistance System2015

    • Author(s)
      Yasuki IIZUKA, Katsuya KINOSHITA, Kayo IIZUKA
    • Journal Title

      Information Engineering Express International Journal

      Volume: Vol.1, No.2 Pages: 41-50

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Disaster Evacuation Assistance System based on Multi-agent Cooperation2015

    • Author(s)
      Yasuki IIZUKA, Kayo IIZUKA
    • Journal Title

      Proceedings of 48th Hawaii International Conference on System Sciences

      Volume: 1 Pages: 173-181

    • DOI

      10.1109/hicss.2015.30

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Efficiency of the Agent Based Disaster Evacuation Assist System2014

    • Author(s)
      Yasuki IIZUKA, Kayo IIZUKA
    • Journal Title

      Proceedings of Advanced Applied Informatics (IIAI AAI)

      Volume: 1 Pages: 459-463

    • DOI

      10.1109/iiai-aai.2014.98

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Consideration of Behavioral Psychological Issues for the Mobile Evacuation Guidance Systems2014

    • Author(s)
      Kayo IIZUKA, Yasuki IIZUKA
    • Journal Title

      The Inaugural Asian Conference on the Social Sciences and Sustainability

      Volume: 1 Pages: 109-114

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Multiagent Approach for Effective Disaster Evacuation2014

    • Author(s)
      Yasuki IIZUKA, Katsuya KINOSHITA, Kayo IIZUKA
    • Journal Title

      Proceedings of International Conference on Agents and Artificial Intelligence

      Volume: 2 Pages: 223-228

    • DOI

      10.5220/0004905002230228

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effective Disaster Evacuation by Solving the Distributed Constraint Optimization Problem2013

    • Author(s)
      Katsuya KINOSHITA, Kayo IIZUKA, Yasuki IIZUKA
    • Journal Title

      Proceedings of IIAI International Conference on Advanced Applied Informatics 2013

      Volume: - Pages: 399-400

    • DOI

      10.1109/iiai-aai.2013.40

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Functional Requirements for Psychological Factors on Evacuation Modeling and Simulation2013

    • Author(s)
      Kayo IIZUKA, Yasuki IIZUKA
    • Journal Title

      Proceedings of International Conference on Engineering and Applied Science

      Volume: - Pages: 1668-1669

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Consideration of Initial Response to Disasters: Towards Effective Use of Evacuation Guidance Systems2016

    • Author(s)
      Kayo IIZUKA
    • Organizer
      Conference on Science, Social Sciences and Management
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 避難誘導システムの有効性についての考察2016

    • Author(s)
      飯塚佳代
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2015 Annual Research Report
  • [Presentation] 災害避難への分散制約最適化手法の適用2014

    • Author(s)
      木下克也,飯塚泰樹
    • Organizer
      情報処理学会全国大会
    • Place of Presentation
      東京都足立区
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2021-01-27  

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