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Introduction of a branching facility into large-scale agent simulation

Research Project

Project/Area Number 16K12488
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionKobe University

Principal Investigator

KAMADA Tomio  神戸大学, システム情報学研究科, 講師 (20304131)

Research Collaborator Fujishima Daisuke  
Nagato Takehiro  
Izumi Kiyoshi  
Matsuura Izuru  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywordsマルチエージェントシステム / 分散集合ライブラリ / APGAS言語 / 人工市場シミュレーション基盤 / 社会事象シミュレーション / 並列シミュレーション / 分枝実行 / 人工市場シミュレーション / 大規模エージェントシミュレーション / 京コンピュータ / 計算機システム / 並列分散処理
Outline of Final Research Achievements

In the field of social simulation, a large number of simulations are performed while changing parameters in order to validate the model or new regulations to be introduced. The results are analyzed after execution. However, when the scale of the simulation becomes large, the execution of various simulation becomes difficult.
The goal of this research is to realize a function to branch the simulation world that is executed in distributed parallel computers and concurrently execute each parallel world in order to apply the detailed analysis of running parallel worlds. To attain this goal, we have developed a distributed collection library to manage simulation data distributed among distributed machines and allow easy descriptions of data distribution/relocation and parallel processing using multi-core CPUs. In addition, we implemented the branch execution function on Plham: Platform for large-scale and high-frequency artificial market.

Academic Significance and Societal Importance of the Research Achievements

社会事象シミュレーションなどの分野では、モデルの検証や導入ルールの検証のため、パラメータを変更しながら膨大な数のシミュレーションを実行し、事後にその実行結果を分析することが多い。
対象実行が、特徴的な実行と判定できる場合、シミュレーション世界のスナップショットをとり、設定を変えながらその後のシミュレーションを集中的に実行・分析をおこなえるようにするのが、本研究の目的である。つまり、対象実行が、特徴的な実行と判定できる場合、そのスナップショットに対して集中的に実行分析をおこなうことで各領域における効率的な問題分析を助けることを狙いとする。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (11 results)

All 2019 2017 2016 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (4 results) (of which Int'l Joint Research: 2 results) Book (1 results) Remarks (3 results)

  • [Journal Article] Platform design for large-scale artificial market simulation and preliminary evaluation on the K computer2017

    • Author(s)
      Torii Takuma、Kamada Tomio、Izumi Kiyoshi、Yamada Kenta
    • Journal Title

      Artificial Life and Robotics

      Volume: 22 Issue: 3 Pages: 301-307

    • DOI

      10.1007/s10015-017-0368-z

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Collective Relocation for Associative Distributed Collections of Objects2017

    • Author(s)
      Fujishima Daisuke、Kamada Tomio
    • Journal Title

      International Journal of Software Innovation

      Volume: 5 Issue: 2 Pages: 55-69

    • DOI

      10.4018/ijsi.2017040104

    • Related Report
      2017 Research-status Report 2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Roadmap and research issues of multiagent social simulation using high-performance computing2017

    • Author(s)
      Noda Itsuki、Ito Nobuyasu、Izumi Kiyoshi、Mizuta Hideki、Kamada Tomio、Hattori Hiromitsu
    • Journal Title

      Journal of Computational Social Science

      Volume: 1 Issue: 1 Pages: 155-166

    • DOI

      10.1007/s42001-017-0011-8

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Presentation] Overlapping Communication and Computation for Large-Scale Artificial Market Simulation2017

    • Author(s)
      Daisuke Fujishima, Tomio Kamada, Takumi Torii, Kiyoshi Izumi
    • Organizer
      Proc. of 22nd International Symposium on Artificial Life and Robotics (AROB 2017), pp. 708-713
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2017-01-20
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 分散集合ライブラリを用いた人工市場シミュレーションにおける通信と計算のオーバラップ実現2017

    • Author(s)
      藤島 大輔,鎌田 十三郎,長門 広洋,高木 由美,太田 能
    • Organizer
      情報処理学会第115回プログラミング研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] 明示的なデータ分散管理を記述可能なエッジ環境向け分散データベースプラットフォーム2017

    • Author(s)
      長門 広洋, 纐纈 雄士, 鎌田 十三郎, 高木 由美, 太田 能
    • Organizer
      第9回ICN研究会ワークショップ
    • Related Report
      2017 Research-status Report
  • [Presentation] Redistribution Mechanism for Associative Distributed Collections of Objects2016

    • Author(s)
      Daisuke Fujishima, Tomio Kamada
    • Organizer
      15th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2016), pp. 583-588
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2016-06-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Book] Project CASSIA --Framework for Exhaustive and Large-Scale Social Simulation--. In: Sato M. (eds) Advanced Software Technologies for Post-Peta Scale Computing2019

    • Author(s)
      Itsuki Noda, Yohsuke Murase, Nobuyasu Ito, Kiyoshi Izumi, Hiromitsu Hattori, Tomio Kamada, Hideyuki Mizuta, Mikio Takeuchi
    • Total Pages
      29
    • Publisher
      Springer, Singapore
    • ISBN
      9789811319242
    • Related Report
      2018 Annual Research Report
  • [Remarks] Cassia X10 library

    • URL

      https://github.com/handist/cassiaX10lib

    • Related Report
      2018 Annual Research Report
  • [Remarks] Plham

    • URL

      https://github.com/plham/plham

    • Related Report
      2018 Annual Research Report 2017 Research-status Report
  • [Remarks] Plham (github 上の処理系公開ページ)

    • URL

      https://github.com/plham/plham

    • Related Report
      2016 Research-status Report

URL: 

Published: 2016-04-21   Modified: 2020-03-30  

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