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Construction of agent-based social simulation models on a basis of multi-objective complex systems and its application

Research Project

Project/Area Number 14380154
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionTokyo Institute of Technology (2004-2005)
University of Tsukuba (2002-2003)

Principal Investigator

TERANO Takao  Tokyo Institute of Technology, Interdisciplinary Graduate School of Science and Engineering, Professor, 大学院・総合理工学研究科, 教授 (20227523)

Project Period (FY) 2002 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥11,400,000 (Direct Cost: ¥11,400,000)
Fiscal Year 2005: ¥2,300,000 (Direct Cost: ¥2,300,000)
Fiscal Year 2004: ¥2,700,000 (Direct Cost: ¥2,700,000)
Fiscal Year 2003: ¥2,600,000 (Direct Cost: ¥2,600,000)
Fiscal Year 2002: ¥3,800,000 (Direct Cost: ¥3,800,000)
KeywordsComputer systems theory / Gaming Simulation / Artifical Society / Artificial knowledge / Learning classifier systems / Gaming simulation / Multi-objective complex systems / Behavioral Finance / 人口知能 / 多種体複雑系 / 計算組織諞 / 人工知能
Research Abstract

Background and Objectives
Recent progress on Information and Communication Technology (ICT) makes our social, economic, and organizational systems so complex that we could not manage them. However, recent ICT also enables us to formalize such social scientific problem into computer simulation system. The objectives of our research are (1) to employ agent-based modeling into social scientific problems, (2) to develop a novel methodologies on Agent-Based Modeling, or Social Simulation, and (3) to show the effectiveness of ABM/SS to practical problems.
Approach
(1) Using computer intensive technologies, we develop new tools and techniques on agent-based modeling and social simulation. (2) Apply our models and techniques to economic, social, and organizational problems including behavioral finance, econophysics, social interaction, and organizational behaviors. (3) Promote Agent-Based Modeling and Social Simulation world wide through organizing international societies (PAAA ; Pacific Asian Association on Agent-based approach to social systems sciences, ESSA ; European Social Simulation Association ; and NAACSOS ; North American Association on Computational Social and Organizational Sciences ; 21st-Century COE Program : Creation of Agent-Based Social System Sciences (Tokyo Institute of Technology)).
Main Results and Contributions
First, we have developed various agent-based models to bridge conventional theory and practical problems, which include social communication analysis, educational policy making, market trading, economic systems, and behavioral finance. Second, we have organized the following international conferences and workshops : International workshops on Agent-based Approach to Economic and Social Complex Systems (AESCS 2002, 2003, 2005). Third, we have explored future perspectives on social simulations and identified the issues to cope with future large scale social simulation methodologies and techniques.

Report

(5 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • Research Products

    (31 results)

All 2005 2004 Other

All Journal Article (17 results) Publications (14 results)

  • [Journal Article] Analyzing Norm Emergence in Communal Sharing via Agent-Based Simulation2005

    • Author(s)
      Setsuya Kurahashi, Takao Terano
    • Journal Title

      Systems and Computers in Japan 36・6

      Pages: 102-112

    • NAID

      110003184602

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Annual Research Report 2005 Final Research Report Summary
  • [Journal Article] Analysis of Passive Investment Strategies and Asset Price Fluctuation in Financial Markets through Agents2005

    • Author(s)
      Hiroshi Takahashi, Satoru Takahashi, Kazuhiko Tsuda, Takao Terano
    • Journal Title

      Agent-Based Simulation, from Modeling Methodoloiges to Real-World Applications (Springer Series on Agent Based Social Systems)(Herano, T., Kita, H., Kaneda, T., Arai, K., Deguchi, H. (Eds.))(Springer)

      Pages: 144-157

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 生成システムとしての対話型進化計算と属性選択問題2005

    • Author(s)
      寺野 孝雄
    • Journal Title

      計測と制御 44・1

      Pages: 12-15

    • NAID

      10014278001

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Yutori Is Considered Harmful : Agent-Based Analysis for Education Policy in Japan.2005

    • Author(s)
      Atsuko Arai, Takao Terano
    • Journal Title

      Gaming, Simulations and Society Research Scope and Perspective(Shiratori, R. ; Arai, K. ; Kato, F. (Eds.))(Springer)

      Pages: 102-112

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Anayzing Norm Emergence in Communal Sharing via Agent-Based Simulation2005

    • Author(s)
      Setsuya Kurahashi, Takao Terano
    • Journal Title

      Systems and Computers in Japan 36,6

      Pages: 102-112

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Analysis of Passive Investment Strategies and Asset Price Fluctuation in Financial Markets through Agents2005

    • Author(s)
      Hiroshi Takahashi, Satoru Takahashi, Kazuhiko Tsuda, Takao Terano
    • Journal Title

      Agent-Based Simulation, from Modeling Methodoloiges to Real-World Applications (Springer Series on Agent Based Social Systems) (Terano, T., Kita, H., Kaneda, T., Araki, K., Deguchi, H. (Eds.) (Springer)

      Pages: 144-157

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Interactive evolutionalry computation and feature selection problem as generative systems (in Japanese)2005

    • Author(s)
      Takao Terano
    • Journal Title

      Journal of the Society of Instrument and Control Engineers 44

      Pages: 12-15

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Yutori Is Considered Harmful : Agent-Based Analysis for Education Policy in Japan2005

    • Author(s)
      Atsuko Arai, Takao Terano
    • Journal Title

      Gaming, Simulations, and Society Research Scope and Perspective (Shiratori, R., Arai, Kato, F. (Eds.)) (Springer)

      Pages: 102-112

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Analysis of Passive Investment Strategies and Asset Price Fluctuation in Financial Markets through Agents2005

    • Author(s)
      Hiroshi Takahashi, Satoru Takahashi, Kazuhiko Tsuda, Takao Terano
    • Journal Title

      Agent-Based Simulation, from Modeling Methodoloiges to Real-World Applications (Springer Series on Agent Based Social Systems)(Terano, T., Kita, H., Kaneda, T., Arai, K., Deguchi, H.(Eds.))(Springer)

      Pages: 144-157

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 生成システムとしての対話型進化計算と属性選択問題2005

    • Author(s)
      寺野 隆雄
    • Journal Title

      計測と制御 44・1

      Pages: 12-15

    • NAID

      10014278001

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Yutori Is Considered Harmful : Agent-Based Analysis for Education Policy in Japan.2005

    • Author(s)
      Atsuko Arai, Takao Terano
    • Journal Title

      Gaming, Simulations, and Society Research Scope and Perspective(Shiratori, R., Arai, K., Kato, F. (Eds.))(Springer)

      Pages: 102-112

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Analyzing Passive Investment Strategies and Asset Price Fluctuation in a Financial Market through AgentBased Modeling2004

    • Author(s)
      Takao Terano, Hiroshi Takahashi
    • Journal Title

      The Third International Workshop on AESCS'04

      Pages: 207-207

    • Related Report
      2004 Annual Research Report
  • [Journal Article] U-Mart仮想市場-世界最小のビッグプロジェクト-2004

    • Author(s)
      寺野 隆雄
    • Journal Title

      計測自動制御学会 計測と制御 Vol.43, No.8

      Pages: 606-612

    • NAID

      10013444583

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Designing Business Games from and for Case Studies2004

    • Author(s)
      Shimao Matsuyama, Takao Terano
    • Journal Title

      ISAGA・SAGSAGA conference Munichi 2004

      Pages: 367-375

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Yutori Is Considered Harmful : Agent-Based Analysis for Education Policy in Japan2004

    • Author(s)
      Atsuko Arai, Takao Terano
    • Journal Title

      Gaming, Simulations, and Society Research Scope And Perspective, Springer

      Pages: 129-136

    • Related Report
      2004 Annual Research Report
  • [Journal Article] エージェンド・ベース・モデリング:その楽しさと難しさ2004

    • Author(s)
      寺野 隆雄
    • Journal Title

      計測自動制御学会 計測と制御 Vol.43, No.12

      Pages: 927-931

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 生成システムとしての対話型進化計算と属性選択問題2004

    • Author(s)
      寺野 隆雄
    • Journal Title

      計測自動制御学会 計測と制御 Vol.44, No.1

      Pages: 12-15

    • NAID

      10014278001

    • Related Report
      2004 Annual Research Report
  • [Publications] 寺野 隆雄: "エキスパートシステムはどうなったか?"計測と制御. Vol.42, No.6. 458-462 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 寺野 隆雄: "Web上の情報推薦システム"情報処理. Vol.44, No.7. 696-701 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Atsuko Arai, Takao Terano: "Agent-Based Simulation for Educational Policy Social Contributions and Responsibities of Simulation and Gameing"34th Conf.Int.Simulation and Gaming Assoc.. 267-274 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 倉橋 節也, 勝又 勇次, 寺野 隆雄: "ベイジアン最適化手法と分布推定アルゴリズムの動向"人工知能学会誌. Vol.18 No.5. 487-494 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 高橋 大志, 寺野 隆雄: "エージェントモデルによる金融市場のミクロマクロ構造の分析:リスクマネジメントと資産価格変動"電子情報通信学会論文誌D-1. Vol.J86-D-1, No.8. 618-628 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 寺野 隆雄: "エージェントベースモデリング:KISS原理を超えて"人工知能学会誌. Vol.18 No.6. 710-715 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] T.Terano, H.Deguchi, K.Takadama (eds.): "Meeting the Challenge of Social Problems via Agent-Based Simulation"Springer Verlag. (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 高橋 大志, 寺野 隆雄: "エージェントシミュレーシヨンによるGARCHモデルとProspect理論の関連性の分析"シミュレーション. 第21巻第2号. 55-64 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 勝又 勇治, 倉橋 節也, 寺野 隆雄: "タブーリストを用いたベイジアン最適化アルゴリズムによる多峰性関数最適化"情報処理学会論文誌:数理モデルと応用. Vol.43,. 14-23 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 寺野 隆雄, 國上 真章: "社会経済システムとエージェントシミュレーション"社会経済システム. 第23号. 43-50 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Setsuya Kurahashi, Yuji Katsumata, Takao Terano: "We Need Multiple Solutions for Electric Equipments Configuration in a Power Plant-Applying Bayesian Optimization Algorithm with Tabu Search-"WCCI 2002 (The 2002 IEEE World Cngress on Computational Intelligence). 1402-1407 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Setsuya Kurahashi, Yuji Katsumata, Takao Terano: "Hybridizing Genetic Algorithms and Tabu Search For Multimodal Function Optimization"Operations Research. 4 ISORA' 2002. 283-293 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Masato Kobayashi, Atsuko Arai, Akemi Morikawa, Takao Terano: "Human-Agent PArticipation via Software Agents for Business Modeling"IEEE Int.Conf. on Systems, Man, and Cybernetics.. WP1E5. (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Takao Terano, Hiroshi Deguchi, Keiki Takadama (eds.): "the Second International Workshop on Agent-Based Approaches"Economic and Social Complex Systems. 166 (2002)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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