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Practical metaheuristic algorithms for packing and cutting problems

Research Project

Project/Area Number 18710128
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Social systems engineering/Safety system
Research InstitutionOsaka University (2008)
The University of Electro-Communications (2006-2007)

Principal Investigator

UMETANI Shunji  Osaka University, 大学院・情報科学研究科, 准教授 (80367820)

Project Period (FY) 2006 – 2008
Project Status Completed (Fiscal Year 2008)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥300,000)
Fiscal Year 2008: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2007: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2006: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywords組合せ最適化 / アルゴリズム / メタ戦略 / モデリング / オペレーションズ・リサーチ / 数理計画 / 計算幾何 / モデリンダ / 切出し・詰込み問題
Research Abstract

切出し・詰込み問題は,いくつかの対象物を与えられた領域内に効率良く配置する問題である.この問題は,長方形詰込み問題,円詰込み問題,コンテナ詰込み問題,多角形詰込み問題など,図形の次元や形状によりさまざまなバリエーションを持ち,製造業を始めとして多くの分野に応用を持つ実用的な問題であることが知られている.本研究では,多角形詰込み問題と1次元資材詰込み問題に対してメタ戦略に基づく実践的な近似解法を提案し,実際の製造業に現れる様々な事例に対して,短時間で熟練者と同程度の歩留りを持つ切出し・詰込み計画を求めるシステムを開発した.

Report

(4 results)
  • 2008 Annual Research Report   Final Research Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (23 results)

All 2009 2008 2007 2006 Other

All Journal Article (9 results) (of which Peer Reviewed: 5 results) Presentation (12 results) Remarks (2 results)

  • [Journal Article] 切出し・詰込み問題に対する実用的解法2009

    • Author(s)
      梅谷俊治
    • Journal Title

      生産と技術 61

      Pages: 56-58

    • NAID

      40016873427

    • Related Report
      2008 Final Research Report
  • [Journal Article] One-dimensional cutting stock problem for a paper tube industry2008

    • Author(s)
      K.Matsumoto, S.Umetani and H.Nagamochi
    • Journal Title

      Technical Report TR2008-008, Department of Applied Mathematics and Physics, Graduate School of Informatics, Kyoto University

    • Related Report
      2008 Final Research Report
  • [Journal Article] One-dimensional cutting stock problem for a paper tube industry2008

    • Author(s)
      K. Matsumoto, S. Umetani, H. Nagamochi
    • Journal Title

      Technical Report, Department of Applied Mathematics and Physics, Graduate School of Informatics, Kyoto University

    • Related Report
      2008 Annual Research Report
  • [Journal Article] A local search algorithm based on overlap minimization for the irregular strip paching problem2007

    • Author(s)
      S.Umetani
    • Journal Title

      Proceedings of the 7th Metaheufistics Inte rnational Conference (MIC2007)

      Pages: 351-3

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] One-dimensional cutting stock problem with a given number of setups : A hybrid approach of metaheuristics and linear programming2006

    • Author(s)
      S. Umetani, M. Yagiura and T. Ibaraki
    • Journal Title

      Journal of Mathematical Modeling and Algorithms 5

      Pages: 43-64

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] A guided local search algorithm based on a fast neighborhood search for the irregular strip packing problem2006

    • Author(s)
      Shunji Umetani
    • Journal Title

      Proceedings of International Symposium on Scheduling 2006

      Pages: 126-131

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Solving the irregular strip packing problem via guided local search for overlap minimization

    • Author(s)
      S. Umetani, M. Yagiura, S. Imahori, S. Imamichi, K. Nonobe and T. Ibaraki
    • Journal Title

      Transactions in Operational Research 掲載予定

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Solving the irregular strip packing problem via guided local search for overlap minimization

    • Author(s)
      S. Umetani, M. Yagiura, S. Imahori, T. Imamichi, K. Nonobe, T. Ibaraki
    • Journal Title

      International Transactions in Operational Research (in press)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 切出し・詰込み問題に対する実用的解法

    • Author(s)
      梅谷俊治
    • Journal Title

      生産と技術 (印刷中)

    • NAID

      40016873427

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] One-dimensional cutting stock problem for a paper tube industry2009

    • Author(s)
      S. Umetani, K. Matsumoto, H. Nagamochi
    • Organizer
      The 6th ESICUP Meeting
    • Place of Presentation
      バレンシア(スペイン)
    • Year and Date
      2009-03-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] One-dimensional cutting stock problem for a paper tube industry2009

    • Author(s)
      S.Umetani, K.Matsumoto, H.Nagamochi
    • Organizer
      The 6th ESICUP Meeting
    • Related Report
      2008 Final Research Report
  • [Presentation] 紙管製造工程における1次元カッティングストック問題2008

    • Author(s)
      松本一輝, 梅谷俊治, 永持仁
    • Organizer
      日本オペレーションズリサーチ学会春季研究発表会 アブストラクト集64-65
    • Related Report
      2008 Final Research Report
  • [Presentation] 紙管製造工程における1次元カッティングストック問題とその環境問題への影響2007

    • Author(s)
      松本 一輝
    • Organizer
      ミニシンポジウム:新世代計算限界と地球環境問題
    • Place of Presentation
      東京大学
    • Year and Date
      2007-12-03
    • Related Report
      2007 Annual Research Report
  • [Presentation] 資源の有効利用 -パッキング技法の貢献-,ミニシンポジウム: 新世代計算限界と地球環境問題2007

    • Author(s)
      今堀 慎治
    • Organizer
      ミニシンポジウム:新世代計算限界と地球環鏡問題
    • Place of Presentation
      東京大学
    • Year and Date
      2007-12-03
    • Related Report
      2007 Annual Research Report
  • [Presentation] 多角形詰込み問題に対する重なり度最小化アプローチに基づくメタ戦略2007

    • Author(s)
      梅谷 俊治
    • Organizer
      スケジューリングシンポジウム2007
    • Place of Presentation
      東京大学
    • Year and Date
      2007-09-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] A local search algorithm based on overlap minimization for the irregular strip packing problem2007

    • Author(s)
      S.Umetani, M.Yagiura, T.Imamichi, S.Imahori, K.Nonobe and T.Ibaraki
    • Organizer
      Proceedings of the 7th Metaheuristics International Conference (MIC2007)
    • Related Report
      2008 Final Research Report
  • [Presentation] A metaheuristic approach based on overlap minimization for the irregular packing problem2007

    • Author(s)
      S.Umetani, M.Yagiura, T.Imamichi, S.Imahori, K.Nonobe and T.Ibaraki
    • Organizer
      The 4th ESICUP Meeting
    • Related Report
      2008 Final Research Report
  • [Presentation] A metaheuristic approach based on overlap minimization for the irregular packing problem2007

    • Author(s)
      S.Umetani, M.Yagiura, T.Imamichi, S.Imahori, K.Nonobe and T.Ibaraki
    • Organizer
      Dagstuhl-Seminar on Cutting, Packing, Layout and Space Allocation
    • Related Report
      2008 Final Research Report
  • [Presentation] A guided local search algorithm based on a fast neighborhood search for the irregular strip packing problem2006

    • Author(s)
      S.Umetani, M.Yagiura, T.Imamichi, S.Imahori, K.Nonobe and T.Ibaraki
    • Organizer
      The 1st Workshop on Mathematical Contributions to Metaheuristics (Matheuristics2006)
    • Related Report
      2008 Final Research Report
  • [Presentation] A guided local search algorithm based on a fast neighborhood search for the irregular strip packing problem2006

    • Author(s)
      S.Umetani, M.Yagiura, T.Imamichi, S.Imahori, K.Nonobe and T.Ibaraki
    • Organizer
      INFORMS International Conference
    • Related Report
      2008 Final Research Report
  • [Presentation] A guided local search algorithm based on a fast neighborhood search for the irregular strip packing problem2006

    • Author(s)
      S.Umetani, M.Yagiura, T.Imamichi, S.Imahori, K.Nonobe and T.Ibaraki
    • Organizer
      Proceedings of International Symposium on Scheduling 2006 (ISS2006)
    • Related Report
      2008 Final Research Report
  • [Remarks] ホームページ等

    • URL

      http://www-sys.ist.osaka-u.ac.jp/~umetani/

    • Related Report
      2008 Final Research Report
  • [Remarks]

    • URL

      http://www-sys.ist.osaka-u.ac.jp/~umetani/

    • Related Report
      2008 Annual Research Report

URL: 

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

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