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

Construction of agent-based social simulation models on a basis of multi-objective complex systems and its application
基于Agent的多目标复杂系统社会模拟模型构建及其应用
批准号:
14380154
负责人:
TERANO Takao
金额:
$7.3万
依托单位国家:
日本
项目类别:
Grant-in-Aid for Scientific Research (B)
财政年份:
2002
资助国家:
日本
项目状态:
已结题
起止时间:
2002 至 2005

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中文摘要
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英文摘要
Background and ObjectivesRecent 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 ContributionsFirst, 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.
期刊论文(30)
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会议论文
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)
Yuji Katsumata、Setsuya Kurahashi、Takao Terano:“使用禁忌列表的贝叶斯优化算法进行多模态函数优化”日本信息处理学会杂志:数学模型和应用第 43 卷(2002 年)。
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Analyzing Passive Investment Strategies and Asset Price Fluctuation in a Financial Market through AgentBased Modeling
通过基于代理的建模分析金融市场中的被动投资策略和资产价格波动
DOI: --
发表时间: 2004
期刊: The Third International Workshop on AESCS'04
影响因子: --
作者: [Takao Terano, Hiroshi Takahashi]
通讯作者: Hiroshi Takahashi
Analyzing Norm Emergence in Communal Sharing via Agent-Based Simulation
通过基于代理的模拟分析公共共享中的规范出现
DOI: --
发表时间: 2005
期刊: Systems and Computers in Japan Vol.36 No.6
影响因子: --
作者: [Yoshihara, Y, Kurahashi,S. and Terano. T.]
通讯作者: Kurahashi,S. and Terano. T.
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)
Takao Terano:“网络上的信息推荐系统”信息处理,第 44 卷,第 7 期(2003 年)。
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23
    Emergent Computational Institution for Large-Scale Social
    • 批准号:
      20300055
    • 项目类别:
      Grant-in-Aid for Scientific Research (B)
    • 资助金额:
      $12.15万
    • 财政年份:
      2008
    • 负责人:
      TERANO Takao
    • 依托单位:
    Developing Social Informational Network Models Based on Evolutionary Computation and Machine Learning Theories
    • 批准号:
      10680370
    • 项目类别:
      Grant-in-Aid for Scientific Research (C)
    • 资助金额:
      $1.86万
    • 财政年份:
      1998
    • 负责人:
      TERANO Takao
    • 依托单位:
    Multistrategy Learning Model Based on Analogical Reasoning and its Application to Function Prediction of Proteins
    • 批准号:
      07680381
    • 项目类别:
      Grant-in-Aid for Scientific Research (C)
    • 资助金额:
      $1.41万
    • 财政年份:
      1995
    • 负责人:
      TERANO Takao
    • 依托单位:
    Machine Learning Approaches to the Analysis of Organizational Behaviors
    • 批准号:
      05680287
    • 项目类别:
      Grant-in-Aid for General Scientific Research (C)
    • 资助金额:
      $1.28万
    • 财政年份:
      1993
    • 负责人:
      TERANO Takao
    • 依托单位:
    海外基金