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Prototyping a general solver framework of combinatorial optimization problems on a volunteer computing environment

Research Project

Project/Area Number 18510118
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

SHINANO Yuji  Tokyo University of Agriculture and Technology, Institute of Symbiotic Science and Technology, Associate Professor (00297623)

Co-Investigator(Kenkyū-buntansha) FUJIE Tetsuya  University of Hyogo, School of Business Administration, Associate Professor (40305678)
MIYASHIRO Ryuhei  Tokyo University of Agriculture and Technology, Institute of Symbiotic Science and Technology, Assistant Professor (50376860)
SAITO Takafumi  Tokyo University of Agriculture and Technology, Institute of Symbiotic Science and Technology, Professor (60293007)
MIYAMURA Hiroko  Tokyo University of Agriculture and Technology, Institute of Symbiotic Science and Technology, Assistant Professor (20376859)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,860,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥360,000)
Fiscal Year 2007: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2006: ¥2,300,000 (Direct Cost: ¥2,300,000)
KeywordsCombinatorial optimization / Parallel processing / Visualization / Framework
Research Abstract

We had the following two research goals at the beginning of this project: 1) Evaluating the effectiveness of a large-scale parallelization for combinatorial optimization problems on a volunteer computing environment, 2) Evaluating a JDK5.0-based general solver framework for combinatorial optimization problems. Together with these goals, we had a plan to develop a visualization tool for activity of solvers.
When we proposed this research, JXTA technology had attracted considerable attention. However, this technology seemed be not so powerful for our research goal. After we investigated computational environments for our research, we met a software tool Overlay Waver and made a prototype system on an overlay network using Overlay Weaver. Since Overlay Waver has an emulator of distributed environments, we could conduct large-scale computational simulations.
On one hand, we did not develop a JDK5.0-based general solver framework. We should reconsider whether a Java-based system is appropriate or not for our goals. On the other hand, we developed an excellent visualization tool which displays runtime behavior of a solving algorithm for hard problem instances.
Nowadays, the term "Volunteer computing" becomes a technical term in information technology. We should restart a similar project like this project in the near future, when volunteer computing environment becomes more mature one.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (17 results)

All 2009 2008 2007 2006

All Journal Article (7 results) (of which Peer Reviewed: 5 results) Presentation (10 results)

  • [Journal Article] 分枝限定法における分枝戦略選択のための計算過程の可視化2009

    • Author(s)
      宮村(中村)浩子
    • Journal Title

      情報処理学会論文誌 : 数理モデル化と応用 (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Visualization of Runtime Behavior of Branch-and-Bound Algorithms2009

    • Author(s)
      Hiroko Nakamura Miyamura
    • Journal Title

      Transactions on Mathematical Modeling and its Applications (TOM) (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 混合整数計画法を用いた距離画像の位置合わせ2008

    • Author(s)
      榊原静
    • Journal Title

      情報処理学会論文誌 : 数理モデル化と応用 49

      Pages: 22-35

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Range Images Registration using Mixed Integer Linear Programming2008

    • Author(s)
      Shizu Sakakibara
    • Journal Title

      Transactions on Mathematical Modeling and its Applications (TOM) 49

      Pages: 22-35

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ParaLEX : A Parallel Extension for the CPLEX Mixed Integer Optimizer2007

    • Author(s)
      Yuji Shinano
    • Journal Title

      Lecture Notes in Computer Science 4757

      Pages: 97-106

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Automatic Range Image Registration Using Mixed Integer Linear Programming2007

    • Author(s)
      Shizu Sakakibara
    • Journal Title

      Lecture Notes in Computer Science 4844

      Pages: 424-434

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] ParaLEX: A Parallel Extension for the CPLEX Mixed Integer Optimizer2007

    • Author(s)
      Yuji Shinano
    • Journal Title

      Lecture Notes in Computer Science 4757

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] ピュアP2Pネットワーク上における分枝限定法の並列化-Churn発生時の耐故障性の研究-2009

    • Author(s)
      柳崇之
    • Organizer
      情報処理学会
    • Place of Presentation
      沖縄科学技術研究基盤機構
    • Year and Date
      2009-03-06
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Parallelization of Branch and Bound Algorithms on Pure P2P Network - Fault Tolerant Mechanism to Handle Churn -2009

    • Author(s)
      Takayuki Yanagi
    • Organizer
      IPSJ : Mathematical Modeling and Problem Solving
    • Place of Presentation
      Okinawa Institute of Science and Technology.
    • Year and Date
      2009-03-06
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Acceleration of the CPLEX MIP Optimizer using a PC cluster2007

    • Author(s)
      Yuji Shinano
    • Organizer
      22th European Conference on Operational Research
    • Place of Presentation
      University of Economics Prague
    • Year and Date
      2007-07-09
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 大規模ツリーグラフの適応的表示2007

    • Author(s)
      宮村(中村)浩子
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム
    • Place of Presentation
      大阪工業大学枚方キャンパス
    • Year and Date
      2007-06-23
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Adaptive Visualization for Large Tree Graph2007

    • Author(s)
      Hiroko Nakamura Miyamura
    • Organizer
      Visual Computing/IPSJ : Computer Graphics and CAD
    • Place of Presentation
      Osaka Institute of Technology
    • Year and Date
      2007-06-23
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 大規模ツリーグラフの適応的表示2007

    • Author(s)
      宮村(中村)浩子
    • Organizer
      画像電子学会
    • Place of Presentation
      大阪工業大学 枚方キャンパス
    • Year and Date
      2007-06-23
    • Related Report
      2007 Annual Research Report
  • [Presentation] 大規模分枝限定木可視化のための適応的木構造グラフ生成-2007

    • Author(s)
      宮村(中村)浩子
    • Organizer
      情報処理学会
    • Place of Presentation
      宮城県ホテル大観荘
    • Year and Date
      2007-03-03
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Adaptive Tree Visualization for a Large Branch-and-Bound Tree2007

    • Author(s)
      Hiroko Nakamura Miyamura
    • Organizer
      IPSJ: Mathematical Modeling and Problem Solving
    • Place of Presentation
      Hotel Daikansou
    • Year and Date
      2007-03-03
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 大規模階層データ可視化システムVAULT2006

    • Author(s)
      宮村(中村)浩子
    • Organizer
      Visual Computing / グラフィクスとCAD合同シンポジウム
    • Place of Presentation
      東邦大学習志野キャンパス
    • Year and Date
      2006-06-22
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Visualization and Analysis Utility for Large Tree Structure2006

    • Author(s)
      Hiroko Nakamura Miyamura
    • Organizer
      Visual Computing/IPSJ : Computer Graphics and CAD
    • Place of Presentation
      Toho University
    • Year and Date
      2006-06-22
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary

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Published: 2006-04-01   Modified: 2016-04-21  

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