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A Study of Resilient Multi-agent Systems and Their Application

Research Project

Project/Area Number 25330277
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent informatics
Research Institution防衛大学校(総合教育学群、人文社会科学群、応用科学群、電気情報学群及びシステム工学群)

Principal Investigator

NAMATAME AKIRA  防衛大学校(総合教育学群、人文社会科学群、応用科学群、電気情報学群及びシステム工, その他部局等, 教授 (70546051)

Co-Investigator(Kenkyū-buntansha) KEIIKI TAKKADAMA  電気通信大学, 情報理工学, 教授 (20345367)
HIROSHI SATO  防衛大学校, 電気情報学群, 准教授 (30295737)
MASO KUBO  防衛大学校, 電気情報学群, 准教授 (30292048)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsマルチエージェントシステム / キーワード:マルチエージェントシステム, / べき分布型リスク / レジリエンス / カスケード障害 / レジリエンスの評価 / コアエージェント / リスク緩和 / 可塑性 / カスケード故障 / システミックリスク / 国際研究者交流 シンガポール,インドネシア / 国際情報交換,台湾
Outline of Final Research Achievements

This research investigates the possibilities and constraints of creating decentralized and coordinated solution to enhance system resilience with an agent-based approach. An agent-based modeling is used to analyze how a local propagates through the dynamic networks and form avalanches of failure. The linkage dependence among agents at the micro-level is focused in order to estimate the impact on the macro activities. Combining agent-based modeling with the network analysis can shed light on understanding the primary mechanism of risk propagation. An effective method based on the concept of risk sharing is provided with a simple micro-foundation based on coordinated incentives to absorb external shocks in order to survive collectively. It is analyzed how risk sharing rules can actually affect the agent’ resilience to external shocks in the areas such as transportation networks and supply chain networks.

Report

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

    (34 results)

All 2016 2015 2014 2013

All Journal Article (17 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 13 results,  Open Access: 5 results,  Acknowledgement Compliant: 10 results) Presentation (15 results) (of which Int'l Joint Research: 4 results,  Invited: 13 results) Book (2 results)

  • [Journal Article] Worldwide Aviation Network Vulnerability Analysis: A Complex Network Approach2016

    • Author(s)
      Hoang Anh Q. Tran, Akira Namatame
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: 1 Pages: 1-25

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] The influence of stubborn agents in a multi-agent network for inter-team cooperation/negotiation2015

    • Author(s)
      Yujin Kitamura, Akira Namatame
    • Journal Title

      International Journal of Advanced Research in Artificial Intelligence

      Volume: 4 Pages: 1-9

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Mitigating Cascading Failure with Adaptive Networking2015

    • Author(s)
      Hoang Anh Q. Tran, Akira Namatame
    • Journal Title

      New Mathematics and Natural Computation

      Volume: 11 Issue: 02 Pages: 151-163

    • DOI

      10.1142/s1793005715400037

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Hub Agents Determine Collective Behavior2015

    • Author(s)
      Saori Iwanaga, Akira Namatame
    • Journal Title

      New Mathematics and Natural Computatio

      Volume: 11 Issue: 02 Pages: 165-181

    • DOI

      10.1142/s1793005715400049

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Collective behavior in cascade model depends on turn of the choice2015

    • Author(s)
      Saori Iwanaga, Akira Namatame
    • Journal Title

      International Journal of Automation and Logistics

      Volume: 2 Pages: 133-150

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Design Robust Networks against Overload-Based Cascading Failures2014

    • Author(s)
      Hoang Anh Q. Tran, Akira Namatame
    • Journal Title

      International Journal of Computer Science and Artificial Intelligence

      Volume: 4 Pages: 35-44

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Mitigation of Cascading Failures with Link Weight Control2014

    • Author(s)
      Hoang Anh Q. Tran, Akira Namatame
    • Journal Title

      International Journal of Advanced Computer Science and Applications

      Volume: 5 Pages: 55-70

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Optimal network design for consensus formation: wisdom of networked agents2014

    • Author(s)
      Yujin Kitamura, Akira Namatame
    • Journal Title

      International Journal of Advanced Computer Science and Applications

      Volume: 5 Pages: 120-135

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Study on Relationship between Modularity and Diffusion Dynamics in Networks from Spectral Analysis Perspective2014

    • Author(s)
      Kiyotaka Ide, Akira Namatame, Loganathan Ponnambalam, Xiuju Fu, Rick Siow Mong Goh
    • Journal Title

      International Journal of Advanced Computer Science and Applications

      Volume: 5 Pages: 24-31

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A new centrality measure for probabilistic diffusion in network2014

    • Author(s)
      Kiyotaka Ide, Akira Namatame, Loganathan Ponnambalam, Xiuju Fu, Rick Siow Mong Goh
    • Journal Title

      Advances in Computer Science: an International Journal

      Volume: 3 Pages: 115-121

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Design of Safety Map with Collectives of Smartphone Sensors2014

    • Author(s)
      Chau Dang Viet, Masao Kubo, Hiroshi Sato, Akira Namatame
    • Journal Title

      Human Behavior Understanding in Networked Sensing, Springer

      Volume: 1 Pages: 140-160

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Robust Networks to Cascading Failures2014

    • Author(s)
      Hoang Anh Q. Tran, Akira Namatame
    • Journal Title

      International Journal of Computer Science and Artificial Intelligence

      Volume: 4 Pages: 35-50

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Modeling of desirable socio-economic networks2014

    • Author(s)
      Akira Namatame, Takanori Komatsu
    • Journal Title

      OUP Handbook on Computational Economics and Finance

      Volume: 1

    • Related Report
      2013 Research-status Report
  • [Journal Article] Enhancing Resilience of Networked Agents through Risk Sharing2013

    • Author(s)
      Akira Namatame, Hoang Anh Q. Tran,
    • Journal Title

      Advance in Complex Systems

      Volume: 21 Pages: 120-140

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Diffusion centrality in interconnected networks2013

    • Author(s)
      Kiyotaka Ide, Ryota Zamami, Akira Namatame
    • Journal Title

      Procedia Computer Science

      Volume: 24 Pages: 227-238

    • Related Report
      2013 Research-status Report
  • [Journal Article] Improving Network Robustness against cascading with rewiring2013

    • Author(s)
      Hoang Anh Q. Tran, Akira Namatame
    • Journal Title

      Procedia Computer Science

      Volume: 24 Pages: 239-248

    • Related Report
      2013 Research-status Report
  • [Journal Article] Least Susceptible Networks to Systemic Risk2013

    • Author(s)
      Ryota Zamami, Akira Namatame
    • Journal Title

      Artificial Economics and Self-organization

      Volume: 669 Pages: 245-256

    • Related Report
      2013 Research-status Report
  • [Presentation] Catastrophe Modeling2016

    • Author(s)
      Akira Namatame
    • Organizer
      The Second Asian Conference on Defense Technology
    • Place of Presentation
      Chiang Mai, Thailand
    • Year and Date
      2016-01-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Design of Desirable Socio-economic Networks2015

    • Author(s)
      Akira Namatame
    • Organizer
      The 19-th International Conference on Intelligent and Evolutionary Systems
    • Place of Presentation
      Banks, Tailand
    • Year and Date
      2015-11-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Collective intelligence with integrating smart phone data: building safety road maps2015

    • Author(s)
      Akira Namatame
    • Organizer
      International Workshop on Wireless Communication and Network
    • Place of Presentation
      Yunnan, China
    • Year and Date
      2015-08-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Global Logistics and Geopolitics of Flows2015

    • Author(s)
      Akira Namatame
    • Organizer
      The third Asia-Pacific Econophysics Conference
    • Place of Presentation
      Singapore
    • Year and Date
      2015-07-13
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Design Resilient Systems from Optimizing Principles2014

    • Author(s)
      Akira Namatame
    • Organizer
      The 7-th IEEE Symposium on Computational Intelligence for Security and Defense Applications
    • Place of Presentation
      Ha Noi, Vietnam
    • Year and Date
      2014-12-14 – 2014-12-17
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Agent-based Analysis of Economic Crises2014

    • Author(s)
      Akira Namatame
    • Organizer
      Social Modeling and Simulations + Econophysics Colloquium
    • Place of Presentation
      神戸
    • Year and Date
      2014-11-05 – 2014-11-07
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Survivability of Networked Agents with Risk Sharing2014

    • Author(s)
      Akira Namatame
    • Organizer
      2014 International Conference on Intelligent Autonomous Agents, Networks and System
    • Place of Presentation
      Bandung, Indonesia
    • Year and Date
      2014-08-19 – 2014-08-21
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Systemic Risks and Resilience of Global Financial Networks2014

    • Author(s)
      Akira Namatame
    • Organizer
      ESHIA Conference
    • Place of Presentation
      Tianjin, China
    • Year and Date
      2014-06-15 – 2014-06-19
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Systemic Risks and Resilience of Global Financial Networks2014

    • Author(s)
      Akira Namatame
    • Organizer
      International Conference on Global Economy, Commerce and Service Science
    • Place of Presentation
      Pucket, Tailand
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] A mesoscopic approach to modeling and simulation of systemic risks2014

    • Author(s)
      Kiyotake Ide, Akira Namatame
    • Organizer
      IEEE Computational Economics and Finance
    • Place of Presentation
      London
    • Related Report
      2013 Research-status Report
  • [Presentation] Agent- based Modeling and Network Resilience2014

    • Author(s)
      Akira Namatame
    • Organizer
      Bandung Institute of Technology, Special seminar
    • Place of Presentation
      Bandung, Indonesia
    • Related Report
      2013 Research-status Report
  • [Presentation] Systemic Risks in Global Financial Networks2013

    • Author(s)
      Akira Namatame
    • Organizer
      2013 SSK-KREI International Conference
    • Place of Presentation
      Seoul, Korea
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Synchronized Control of Networked Agents and Wisdom of Collective2013

    • Author(s)
      Akira Namatame
    • Organizer
      3rd Internatinal Conference on Instrumentation, Control, and Automation
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Contagion Risks on Optimized Networks2013

    • Author(s)
      Akira Namatame
    • Organizer
      ESHIA Winter Workshop :Towards Large Multi-scal Simulations of Complex Socio-Economic Systems of Heterogeneous Agents
    • Place of Presentation
      Singapore
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Simulation Models on Systemic Risk2013

    • Author(s)
      Akira Namatame
    • Organizer
      ESHIA Workshop
    • Place of Presentation
      Iceland
    • Related Report
      2013 Research-status Report
    • Invited
  • [Book] Agent-based Modeling and Network Dynamics2016

    • Author(s)
      Akira Namatame, Shu -Hen, Chen
    • Total Pages
      330
    • Publisher
      Oxford University
    • Related Report
      2015 Annual Research Report
  • [Book] 社会システム2013

    • Author(s)
      生天目 章
    • Total Pages
      270
    • Publisher
      ミネルヴァ書房
    • Related Report
      2013 Research-status Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

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