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2004 Fiscal Year Final Research Report Summary

Modeling and Simulation of Evolutionary Learning Processes of Organizations

Research Project

Project/Area Number 14580490
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 社会システム工学
Research InstitutionWaseda University

Principal Investigator

TAKAHASHI Shingo  Waseda University, School of Science and Engineering, Professor (20216724)

Project Period (FY) 2002 – 2004
Keywordsevolutionary learning model / agent-based modeling / hypergame / organizational learning / double-loop learning / genetic algorithm
Research Abstract

Formulations of evolutionary learning models have been done from the viewpoint of agent-based modeling. In particular two aspects for modeling have been employed : hypergame type model and distributive model.
In the hypergame type model, using tree-person network-type dynamic hypergame, the effectiveness of the proposed learning process model for more general settings of payoffs were systematically investigated.
In the distributive model, a new type of distributive models were proposed, which are based on the levels of single-loop learning and double-loop learning as the basic organizational learning. The proposed model is substantially extended from the former model and a generalization of hypergame situation. The learning of agents' situation perceptions in the double-loop learning process of this model was successfully performed in all of the logically identifiable situations.
As an application of the proposed learning model of organizational learning, the evolutionary and learning process of preference functions in a consumer population was modeled, and analyzed in simulation using genetic algorithm. The model provides a framework of analyzing the adaptation process of the consumer population. As one of the most remarkable results, the characteristics of potentially excellent consumers could be obtained.
The research results were presented at some internal and domestic academic conferences such as North America Association for Computational Social and Organizational Science, Pacific Asia Association for Agent-based Approach in Social Systems Science, Japan Society for Instrument and Control Systems and so on.

  • Research Products

    (11 results)

All 2005 2004

All Journal Article (11 results)

  • [Journal Article] 一般化されたハイパーゲーム的状況での組織学習の進化的シミュレーション2005

    • Author(s)
      高橋真吾, 本泉俊一
    • Journal Title

      計測自動制御学会第35回システム工学部会研究会資料

      Pages: 16

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 「研究成果報告書概要(和文)」より2005

    • Author(s)
      S.Takahashi, Y.Goto
    • Journal Title

      Agent-based simulation of adaptive organizational structures to environmental change, Agent-based Simulation(Springer)

      Pages: 99-110

  • [Journal Article] Agent-based simulation of adaptive organizational structures to environmental change2005

    • Author(s)
      S.Takahashi, Y.Goto
    • Journal Title

      Agent-based Simulation(T.Terano et.al.(Eds.))(Springer)

      Pages: 99-110

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Evolutionary Simulation of Organizational Learning in Generalized Hypergame Situation2005

    • Author(s)
      S.Takahashi, S.Honzumi
    • Journal Title

      Proceedings of Symposium of Systems Engineering, SICE

      Pages: 1-6

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Agent-based Simulation of Adaptive Organizational Structures to Environmental Changes2004

    • Author(s)
      S.Takahashi, Y.Goto
    • Journal Title

      Proceedings of the Third International Workshop on Agent-based Approaches in Economic and Social Complex Systems(AESCS'04)

      Pages: 89-96

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Agent-Based Simulation of Adaption Process of Organizational Structures in Environmental Changes2004

    • Author(s)
      S.Takahashi, Y.Goto
    • Journal Title

      Proceedings of the 2004 NAACSOS Conference, 2004.

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 逆シミュレーション手法を用いた組織構造の環境適応の分析2004

    • Author(s)
      高橋真吾, 後藤祐介
    • Journal Title

      計測自動制御学会第32回システム工学部会研究会資料

      Pages: 13-18

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 「研究成果報告書概要(和文)」より2004

    • Author(s)
      S.Takahashi
    • Journal Title

      Evolutionary Agent-Based Model for Double-Loop Learning, Applied General Systems Research on Organizations(Springer)

      Pages: 81-96

  • [Journal Article] Evolutionary Agent-Based Model for Double-Loop Learning2004

    • Author(s)
      S.Takahashi
    • Journal Title

      Applied General Systems Research on Organizations(S.Takahashi, K.Kijima, R.Sato(Eds.))

      Pages: 81-96

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Agent-Based Simulation of Adaption Process of Organizational Structures in Environmental Changes2004

    • Author(s)
      S.Takahashi, Y.Goto
    • Journal Title

      Proceedings of the 2004 NAACSOS Conference

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Analysis of Adaptation of Organizational Structure using Inverse Simulation2004

    • Author(s)
      S.Takahashi, Y.Goto
    • Journal Title

      Proceedings of Symposium of Systems Engineering, SICE

      Pages: 13-18

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 2011-06-18  

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