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Development of high-performance parallel metaheuristic algorithms

Research Project

Project/Area Number 22700005
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Fundamental theory of informatics
Research InstitutionNagoya University

Principal Investigator

IMAHORI Shinji  名古屋大学, 工学(系)研究科(研究院), 准教授 (90396789)

Project Period (FY) 2010-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords数理情報学 / 情報学基礎 / 組合せ最適化 / メタ戦略 / アルゴリズム / 並列計算
Research Abstract

The purpose of this research project is to improve metaheuristic algorithms with respect to speed and solution quality. We design hybrid metaheuristic algorithms, which are based on metaheuristic algorithms and several mathematical programming techniques including dynamic programming and branch-and-bound method. We treat many combinatorial optimization problems including cutting and packing problem, scheduling problem and network design optimization problem. For each problem, we could develop high performance metaheuristic algorithms.

Report

(4 results)
  • 2013 Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (45 results)

All 2013 2012 2011 2010

All Journal Article (11 results) (of which Peer Reviewed: 3 results) Presentation (34 results)

  • [Journal Article] A 2.75-Approximation Algorithm for the Unconstrained Traveling Tournament Problem2013

    • Author(s)
      S. Imahori, T. Matsui, R. Miyashiro
    • Journal Title

      Annals of Operations Research

      Volume: to appear Issue: 1 Pages: 237-247

    • DOI

      10.1007/s10479-012-1161-y

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Recent Progress of Local Search in Handling the Time Window Constraints of the Vehicle Routing Problem2013

    • Author(s)
      H. Hashimoto, M. Yagiura, S. Imahori and T. Ibaraki
    • Journal Title

      Annals of Operations Research

      Volume: 204 Issue: 1 Pages: 171-187

    • DOI

      10.1007/s10479-012-1264-5

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Approximation Algorithm for the Traveling Tournament Problem2012

    • Author(s)
      R.Miyashiro, T.Matsui, S.Imahori
    • Journal Title

      Annals of Operations Research

      Volume: 194 Pages: 317-324

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
  • [Journal Article] An LP-Based Heuristic Algorithm for the Node Capacitated In-Tree Packing Problem2012

    • Author(s)
      Y.Tanaka, S.Imahori, M.Sasaki, M.Yagiura
    • Journal Title

      Computers & Operations Research

      Volume: 39 Pages: 637-646

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Journal Article] The Complexity of the Node Capacitated In-Tree Packing Problem2012

    • Author(s)
      S.Imahori, Y.Miyamoto, H.Hashimoto, Y.Kobayashi, M.Sasaki, M.Yagiura
    • Journal Title

      Networks

      Volume: 59 Pages: 13-21

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Journal Article] Lagrangian-Based Column Generation for the Node Capacitated In-Tree Packing Problem2011

    • Author(s)
      Y.Tanaka, S.Imahori, M.Yagiura
    • Journal Title

      Journal of the Operations Research Society of Japan

      Volume: 54 Pages: 219-236

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Journal Article] An Improved Approximation Algorithm for the Traveling Tournament Problem2011

    • Author(s)
      D.Yamaguchi, S.Imahori, R.Miyashiro, T.Matsui
    • Journal Title

      Algorithmica

      Volume: 61 Pages: 1077-1091

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Journal Article] Kansei Engineering, Humans and Computers : Efficient Dynamic Programming Algorithms for Combinatorial Food Packing Problems2011

    • Author(s)
      S.Imahori, Y.Karuno, H.Nagamochi, X.Wang
    • Journal Title

      International Journal of Biometrics

      Volume: 3 Pages: 228-245

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Journal Article] Algorithmic Folding Complexity2011

    • Author(s)
      J.Cardinal, E.Demaine, M.Demaine, S.Imahori, T.Ito, M.Kiyomi, S.Langerman, R.Uehara, T.Uno
    • Journal Title

      Graphs and Combinatorics

      Volume: 27 Pages: 341-351

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Journal Article] Success Guaranteed Routing in Almost Delaunay Planar Nets for Wireless Sensor Communication2011

    • Author(s)
      Md.B.Haider, S.Imahori, K.Sugihara
    • Journal Title

      International Journal of Sensor Networks

      Volume: 9 Pages: 69-75

    • Related Report
      2013 Final Research Report 2010 Annual Research Report
  • [Journal Article] Recent Progress of Local Search in Handling the Time Window Constraints of the Vehicle Routing Problem2010

    • Author(s)
      H.Hashimoto, M.Yagiura, S.Imahori, T.Ibaraki
    • Journal Title

      4OR

      Volume: 8 Pages: 221-238

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 可変長方形配置問題に対する高速アルゴリズム2013

    • Author(s)
      今堀慎治,王超
    • Organizer
      日本オペレーションズリサーチ学会春季研究発表会
    • Related Report
      2013 Final Research Report
  • [Presentation] Duplex and Quasi-Duplex Operations in Automated Food Packing Systems2012

    • Author(s)
      S.Imahori, Y.Karuno, R.Nishizaki, Y.Yoshimoto
    • Organizer
      2012 IEEE/SICE International Symposium on System Integration
    • Place of Presentation
      (810-815 査読有)
    • Related Report
      2013 Final Research Report
  • [Presentation] A Local-Search Based Algorithm for the Escherization Problem2012

    • Author(s)
      S.Imahori, S.Sakai
    • Organizer
      The IEEE International Conference on Industrial Engineering and Engineering Management
    • Place of Presentation
      (151-155 査読有)
    • Related Report
      2013 Final Research Report
  • [Presentation] A New Construction Heuristic Algorithm for the Rectilinear Block Packing Problem : A Bridge between the Best-Fit and Bottom-Left Algorithms2012

    • Author(s)
      Y.Hu, H.Hashimoto, S.Imahori, M.Yagiura
    • Organizer
      The IEEE International Conference on Industrial Engineering and Engineering Management
    • Place of Presentation
      (182-186 査読有)
    • Related Report
      2013 Final Research Report
  • [Presentation] 頂点容量制約付き有向全域木パッキング問題に対するラグランジュ緩和に基づく列生成法2012

    • Author(s)
      田中勇真,今堀慎治,柳浦睦憲
    • Organizer
      情報処理学会 第74回全国大会
    • Related Report
      2013 Final Research Report
  • [Presentation] 組合せ最適化とメタ戦略2012

    • Author(s)
      今堀慎治
    • Organizer
      第1回協定講座シンポジウム「計算アルゴリズムと化学・生物学の融合」
    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Presentation] Duplex and Quasi-Duplex Operations in Automated Food Packing Systems2012

    • Author(s)
      S. Imahori, Y. Karuno, R. Nishizaki, Y. Yoshimoto
    • Organizer
      2012 IEEE/SICE International Symposium on System Integration
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Local-Search Based Algorithm for the Escherization Problem2012

    • Author(s)
      S. Imahori, S. Sakai
    • Organizer
      The IEEE International Conference on Industrial Engineering and Engineering Management
    • Place of Presentation
      Hong Kong
    • Related Report
      2012 Annual Research Report
  • [Presentation] A New Construction Heuristic Algorithm for the Rectilinear Block Packing Problem: A Bridge between the Best-Fit and Bottom-Left Algorithms2012

    • Author(s)
      Y. Hu, H. Hashimoto, S. Imahori, M. Yagiura
    • Organizer
      The IEEE International Conference on Industrial Engineering and Engineering Management
    • Place of Presentation
      Hong Kong
    • Related Report
      2012 Annual Research Report
  • [Presentation] 頂点容量制約付き有向全域木パッキング問題に対するラグランジュ緩和に基づく列生成法2012

    • Author(s)
      田中勇真, 今堀慎治, 柳浦睦憲
    • Organizer
      情報処理学会第74回全国大会
    • Place of Presentation
      名古屋工業大学(愛知県)
    • Related Report
      2011 Annual Research Report
  • [Presentation] Balanced Round-Robin Tournament with Court Shortage2011

    • Author(s)
      S.Imahori
    • Organizer
      IFORS
    • Related Report
      2013 Final Research Report
  • [Presentation] Two Efficient Construction Algorithms for the Three-Dimensional Strip Packing Problem2011

    • Author(s)
      H.Kawashima, Y.Tanaka, S.Imahori, M.Yagiura
    • Organizer
      8th ESICUP Meeting
    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Presentation] 3 次元パッキング問題に対するbest-fit 法の効率的実現法2011

    • Author(s)
      川島大貴,田中勇真,今堀慎治,柳浦睦憲
    • Organizer
      第10回情報科学技術フォーラム
    • Place of Presentation
      (講演論文集 (第1分冊),29-36 (査読有))
    • Related Report
      2013 Final Research Report
  • [Presentation] 複雑な個数制約の付いた一般化割当問題について2011

    • Author(s)
      小木曽由明,今堀慎治,柳浦睦憲
    • Organizer
      RIMS 研究集会「最適化手法の深化と広がり」
    • Place of Presentation
      (数理解析研究所講究録1773, 218-230)
    • Related Report
      2013 Final Research Report
  • [Presentation] 頂点容量付き有向全域木パッキング問題に対するラグランジュ緩和ヒューリスティック2011

    • Author(s)
      田中勇真,今堀慎治,柳浦睦憲
    • Organizer
      RIMS 研究集会「最適化手法の深化と広がり」
    • Place of Presentation
      (数理解析研究所講究録1773, 231-238)
    • Related Report
      2013 Final Research Report
  • [Presentation] A Lagrangian Heuristic Aalgorithm for the Node Capacitated In-Tree Packing Problem2011

    • Author(s)
      Y.Tanaka, S.Imahori, M.Yagiura
    • Organizer
      The 7th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications
    • Place of Presentation
      京都大学(京都府)
    • Related Report
      2011 Annual Research Report
  • [Presentation] リーグ戦スケジュールの構成法-移動距離の最小化を目指して-2011

    • Author(s)
      細江卓矢, 今堀慎治
    • Organizer
      第40回数値解析シンポジウム
    • Place of Presentation
      鳥羽シーサイドホテル(三重県)
    • Related Report
      2011 Annual Research Report
  • [Presentation] Balanced Round-Robin Tournament with Court Shortage2011

    • Author(s)
      S.Imahori
    • Organizer
      IFORS 2011
    • Place of Presentation
      メルボルン(オーストラリア)
    • Related Report
      2011 Annual Research Report
  • [Presentation] 加圧水型原子炉における燃料装荷パターン最適化2011

    • Author(s)
      村上秀行, 今堀慎治, 遠藤知弘, 山本章夫, 張紹良
    • Organizer
      日本OR学会「OR横断若手の会」若手研究交流会
    • Place of Presentation
      琵琶湖コンファレンスセンター(滋賀県)
    • Related Report
      2011 Annual Research Report
  • [Presentation] 組合せ最適化入門2011

    • Author(s)
      今堀慎治
    • Organizer
      数値解析研究集会
    • Place of Presentation
      少年自然の家八ヶ岳荘(長野県)(招待講演)
    • Related Report
      2011 Annual Research Report
  • [Presentation] 3次元パッキング問題に対するbest-fit法の効率的実現法2011

    • Author(s)
      川島大貴, 田中勇真, 今堀慎治, 柳浦睦憲
    • Organizer
      第10回情報科学技術フォーラム
    • Place of Presentation
      函館大学,函館短期大学(北海道)
    • Related Report
      2011 Annual Research Report
  • [Presentation] タイリング自動生成法2011

    • Author(s)
      酒井翔平, 今堀慎治
    • Organizer
      2011年度日本図学会秋季大会
    • Place of Presentation
      大阪市立大学(大阪府)
    • Related Report
      2011 Annual Research Report
  • [Presentation] An Efficient Algorithm for Enumerating Bottom-Left Stable Positions and Its Applications2010

    • Author(s)
      S.Imahori, Y.Chien, Y.Tanaka, M.Yagiura
    • Organizer
      EURO
    • Related Report
      2013 Final Research Report 2010 Annual Research Report
  • [Presentation] Enumerating bottom-left stable positions for rectangles with overlap2010

    • Author(s)
      S.Imahori, Y.Chien, Y.Tanaka, M.Yagiura
    • Organizer
      第9回情報科学技術フォーラム
    • Place of Presentation
      (講演論文集(第1分冊), 25-30 (査読有))
    • Related Report
      2013 Final Research Report
  • [Presentation] 3次元箱詰め問題に対する構築型解法の効率的実現法2010

    • Author(s)
      川島大貴,田中勇真,今堀慎治,柳浦睦憲
    • Organizer
      第9回情報科学技術フォーラム
    • Place of Presentation
      (講演論文集(第1分冊), 31-38 (査読有))
    • Related Report
      2013 Final Research Report
  • [Presentation] Bottom-Left 安定点の効率的な列挙法とその応用2010

    • Author(s)
      今堀慎治,簡 于耀,田中勇真,柳浦睦憲
    • Organizer
      RIMS 研究集会「最適化モデルとアルゴリズムの新展開」
    • Place of Presentation
      (数理解析研究所講究録1726, 39-49)
    • Related Report
      2013 Final Research Report
  • [Presentation] 3次元パッキングに対する効率的なbottom-left 法2010

    • Author(s)
      川島大貴,田中勇真,今堀慎治,柳浦睦憲
    • Organizer
      RIMS 研究集会「最適化モデルとアルゴリズムの新展開」
    • Place of Presentation
      (数理解析研究所講究録1726, 50-61)
    • Related Report
      2013 Final Research Report
  • [Presentation] ある在庫管理問題に対する分枝限定法の応用2010

    • Author(s)
      小島義弘,山本有作,今堀慎治,張 紹良
    • Organizer
      RIMS 研究集会「最適化モデルとアルゴリズムの新展開」
    • Place of Presentation
      (数理解析研究所講究録1726, 184-198)
    • Related Report
      2013 Final Research Report
  • [Presentation] An Approximation Algorithm for the Unconstrained Traveling Tournament Problem2010

    • Author(s)
      S.Imahori, T.Matsui, R.Miyashiro
    • Organizer
      International Conference on the Practice and Theory of Automated Timetabling
    • Place of Presentation
      Belfast, UK
    • Related Report
      2010 Annual Research Report
  • [Presentation] Dynamic Programming Algorithms for Duplex Food Packing Problems2010

    • Author(s)
      S.Imahori, Y.Karuno, Y.Yoshimoto
    • Organizer
      8th IEEE International Conference on Industrial Informatics
    • Place of Presentation
      Osaka, Japan
    • Related Report
      2010 Annual Research Report
  • [Presentation] Colorful Strips2010

    • Author(s)
      G.Aloupis, J.Cardinal, S.Collette, S.Imahori, M.Korman, S.Langerman, O.Schwartz, S.Smorodinsky, P.Taslakian
    • Organizer
      9th Latin American Theoretical Informatics Symposium
    • Place of Presentation
      Oaxaca, Mexico
    • Related Report
      2010 Annual Research Report
  • [Presentation] 3次元パッキングに対する効率的なbottom-left法2010

    • Author(s)
      川島大貴, 田中勇真, 今堀慎治, 柳浦睦憲
    • Organizer
      RIMS研究集会:最適化モデルとアルゴリズムの新展開
    • Place of Presentation
      京都大学
    • Related Report
      2010 Annual Research Report
  • [Presentation] ある在庫管理問題に対する分枝限定法の応用2010

    • Author(s)
      小島義弘, 山本有作, 今堀慎治, 張紹良
    • Organizer
      RIMS研究集会:最適化モデルとアルゴリズムの新展開
    • Place of Presentation
      京都大学
    • Related Report
      2010 Annual Research Report
  • [Presentation] Bottom-Left安定点の効率的な列挙法とその応用2010

    • Author(s)
      今堀慎治, 簡于耀, 田中勇真, 柳浦睦憲
    • Organizer
      RIMS研究集会:最適化モデルとアルゴリズムの新展開
    • Place of Presentation
      京都大学
    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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