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The Construction of The Chaotic Neural Networks System of Insightful Problem Solving

Research Project

Project/Area Number 13480043
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionTokyo Institute of Technology

Principal Investigator

NAKAGAWA Masanori  Tokyo Institute of Technology, Graduate School of Decision Science and Technology, Professor, 大学院・社会理工学研究科, 教授 (40155685)

Co-Investigator(Kenkyū-buntansha) YAMAGISHI Kimihiko  Tokyo Institute of Technology, Graduate School of Decision Professor Science and Technology, Associate Professor, 大学院・社会理工学研究科, 助教授 (70286136)
MUTA Hiromitsu  Tokyo Institute of Technology, Graduate School of Decision Science and Technology, Professor, 大学院・社会理工学研究科, 教授 (70090925)
Project Period (FY) 2001 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥4,400,000 (Direct Cost: ¥4,400,000)
Fiscal Year 2002: ¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2001: ¥2,400,000 (Direct Cost: ¥2,400,000)
KeywordsInsightful Problem Solving / Chaotic Neural Networks / Computer Simulations / Evaluation Functions / Psychological Experiments / 洞察 / 問題解決 / ニューラルネットワーク / カオス
Research Abstract

In 2001, mainly the following research was executed.
1. Discussion of the usual neural networks model.
2. Plan and constriction of the basic neural networks model for knowledge search.
3. Plan and construction of the neural networks model using chaotic mechanism.
4. Revision of the model adding the evaluation function to the model.
5. Execution of the psychological experiments to prove the model.
6. Revision of the model through the comparison between results of the psychological experiments and computer simulations.
In 2002, based on the above research in 2001, the following revision and tests were executed.
1. Revision of the model for intuitive problem solving.
2. Execution the psychological experiments to test the model.
3. Revision of the model through results of the experiments and computer simulations.
4. Through the total process, a new chaotic neural networks model of creative thought was constructed, successfully.

Report

(3 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • Research Products

    (12 results)

All Other

All Publications (12 results)

  • [Publications] M.Nakagawa: "General Model of Neural Networks with Time Varying Weights Subsystem and its Learning Method as Optimal Control"Fifth International Conference on Cognitive and Neural Systems Proceedings. 3. (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 服部雅史, 中川正宣: "条件付推論の学習過程-論理的推論学習支援システムに向けての実験的研究-"日本教育工学雑誌. 25. 1-12 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] M.Nakagawa, A.Terai, H.Ueichi, M.Yajima: "The Neural Networks Model of Decision-Making Including Feedback Processes"Sixth International Conference on Cognitive and Neural Systems Proceedings. 22. (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 中川正宣: "高次認知過程のニューラルネットワークモデル-問題解決と意思決定を中心として-"Technical report of IEICE. NC2001-86. 33-40 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] M. Nakagawa: "General Model of Neural Networks with Time Varying Weights Subsystem and its Learning Method as Optimal Control"Fifth International Conference on Cognitive and Neural Systems Proceedings. #3. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] M. Nakagawa, A. Terai, H. Ueichi, M. Yajima: "The Neural Networks Model of Decision-Making Including Feedback Processes"Sixth International Conference on Cognitive and Neural Systems Proceedings. #22. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] M.Nakagawa, A.Terai, H.Ueichi, M.Yajima: "The Neural Networks Model of Decision-Making Including Feedback Processes"Sixth International Conference on Cognitive and Neural Systems Proceedings. No.22. (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] A.Terai, M.Nakagawa, I.Koshijima, T.Umeda: "A Study on Problem Cognitive Structure of Project Engineers"Proceedings of International Conference on Project Management. Vol.1. 219-225 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] A.Terai, M.Nakagawa, I.Koshijima, T.Umeda: "The Analysis of The Schedule Delay with The Inner Process of Project Engineers"Proceedings of International Conference on Project Management. Vol.2. 471-476 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 阿部慶賀, 開 一夫, 鈴木宏昭, 中川正宣: "眼球運動にみる洞察問題解決過程における制約緩和"日本認知科学会第19回大会発表論文集. 154 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 阿部慶賀, 中川正宣, 鈴木宏昭, 開 一夫: "洞察的問題解決過程における失敗による制約の緩和"日本心理学会第66回大会発表論文集. 644 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 中川正宣: "高次認知過程のニューラルネットワークモデル-問題解決と意思決定を中心として"信学技報. Vol.101 No.615. 33-40 (2002)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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