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Development of the shock propagation analysis tool based on an agent-based simulation

Research Project

Project/Area Number 15K01211
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionKanagawa Institute of Technology

Principal Investigator

Yagi Isao  神奈川工科大学, 情報学部, 准教授 (10457145)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords社会シミュレーション / 人工市場 / 分散投資規制 / エージェントシミュレーション / 金融市場 / エージェントベースシミュレーション
Outline of Final Research Achievements

In this study, we developed a financial shock propagation analysis system based on an artificial market,which is a kind of agent-based simulation, and discussed the mechanism of financial shock propagation in the market where investors who follow the rule for investment diversification participate using it. As a result, the following findings was obtained. When the intrinsic value of the shares calculated based on the company's financial situation, performance situation etc., which is the fundamental value, is constant, financial shock propagation does not occur. However, when the fundamental value of one of the assets that the investors own falls sharply, it was found that despite the fact that the fundamental value of other assets is constant, the market price of all the assets that the investors hold plummeted. On the other hand, we also found that the prices of assets that the investors did not hold might rise.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (13 results)

All 2018 2017 2016 2015

All Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 2 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (11 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] A Study on the Market Impact of the Rule for Investment Diversification at the Time of a Market Crash Using a Multi-Agent Simulation2017

    • Author(s)
      1.Atsushi Nozaki, Takanobu Mizuta, and Isao Yagi
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E100.D Issue: 12 Pages: 2878-2887

    • DOI

      10.1587/transinf.2016AGP0003

    • NAID

      130006236643

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Investigation of the rule for investment diversification at the time of a market crash using an artificial market simulation2017

    • Author(s)
      Isao Yagi, Atsushi Nozaki, and Takanobu Mizuta
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: - Issue: 2 Pages: 451-465

    • DOI

      10.1007/s40844-017-0070-9

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 人工市場を用いた市場流動性に影響を与える要因の検出2018

    • Author(s)
      益田 裕司, 水田 孝信, 八木 勲
    • Organizer
      第20回人工知能学会 金融情報学研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 人工市場を用いた分散投資規制が市場に与える影響分析 -投資家の運用成績と出来高に与える影響について-2018

    • Author(s)
      丸山 隼矢, 水田 孝信, 八木 勲
    • Organizer
      計測自動制御学会 第15回社会システム部会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 人工市場を用いた分散投資規制が資産価格急落時の市場に与える影響の解明 -単一市場にのみ投資する投資家を考慮したモデルでの実験-2017

    • Author(s)
      柏木 翔, 野崎 淳, 水田 孝信, 八木 勲
    • Organizer
      情報処理学会第79回全国大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 人工市場を用いた高頻度取引市場における情報転送遅延が市場に与える影響の分析2017

    • Author(s)
      日野 克哉, 水田 孝信, 八木 勲
    • Organizer
      情報処理学会第79回全国大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 人工市場シミュレーションを用いたレバレッジドETFが原資産価格変動に与える影響分析2017

    • Author(s)
      八木 勲, 水田 孝信
    • Organizer
      第18回 人工知能学会 金融情報学研究会
    • Place of Presentation
      FinGate(茅場町一丁目平和ビル内)
    • Related Report
      2016 Research-status Report
  • [Presentation] 人工市場を用いた分散投資規制が資産価格急落時の市場に与える影響分析2017

    • Author(s)
      野崎 淳, 水田 孝信, 八木 勲
    • Organizer
      第18回 人工知能学会 金融情報学研究会
    • Place of Presentation
      FinGate(茅場町一丁目平和ビル内)
    • Related Report
      2016 Research-status Report
  • [Presentation] Analysis of the Impact of leveraged ETF rebalancing trades on the underlying asset market using artificial market simulation2016

    • Author(s)
      Isao Yagi and Takanobu Mizuta
    • Organizer
      12th Artificial Economics Conference
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2016-09-20
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 人工市場を用いた分散投資規制が資産急落時の市場に与える影響分析2016

    • Author(s)
      野崎 淳, 水田 孝信, 八木 勲
    • Organizer
      第16回 人工知能学会 金融情報学研究会
    • Place of Presentation
      ブルームバーグ L.P.(東京都千代田区)
    • Year and Date
      2016-03-28
    • Related Report
      2015 Research-status Report
  • [Presentation] Investigation of the rule for investment diversification using Multiagent Simulations2016

    • Author(s)
      Isao Yagi, Atsushi Nozaki, and Takanobu Mizuta
    • Organizer
      JAFEE 20th Annual Meeting(国際大会)
    • Place of Presentation
      東京大学(東京都文京区)
    • Year and Date
      2016-03-26
    • Related Report
      2015 Research-status Report
  • [Presentation] 人工市場を用いた分散投資規制が市場に与える影響分析2015

    • Author(s)
      野崎 淳, 水田 孝信, 八木 勲
    • Organizer
      合同エージェントワークショップ&シンポジウム2015(JAWS2015)
    • Place of Presentation
      山中温泉河鹿荘ロイヤルホテル(石川県加賀市)
    • Year and Date
      2015-09-30
    • Related Report
      2015 Research-status Report
  • [Presentation] 人工市場を用いた分散投資規制が市場に与える影響分析2015

    • Author(s)
      野崎 淳, 水田 孝信, 八木 勲
    • Organizer
      第15回人工知能学会 金融情報学研究会
    • Place of Presentation
      東京大学(東京都文京区)
    • Year and Date
      2015-09-26
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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