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Designing Efficient Algorithms for Combinatorial Optimization Problems with Discrete Convexity

Research Project

Project/Area Number 23700016
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Fundamental theory of informatics
Research InstitutionKyoto University

Principal Investigator

TAKAZAWA Kenjiro  京都大学, 数理解析研究所, 助教 (10583859)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
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)
Keywordsアルゴリズム / 離散凸解析 / マッチング理論 / 巡回セールスマン問題 / 組合せ最適化 / 国際情報交換 / グルノーブル / 国際情報交流 / フランス
Outline of Final Research Achievements

In this research, we have revealed discrete convex structures in several combinatorial optimization problems and have designed efficient algorithms utilizing the discrete convexity.
(1) We have revealed discrete convex structures in the optimal matching forest and shortest bibranching problems. We have designed simpler and faster algorithms by utilizing the discrete convex structure.
(2) We have designed algorithms for finding several kinds of restricted 2-factors, which are close to Hamilton cycles. By making use of submodularity of cut functions, we obtained efficient algorithms for relaxation problems to the Hamilton cycle problem.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (28 results)

All 2015 2014 2013 2012 2011 Other

All Journal Article (7 results) (of which Peer Reviewed: 7 results) Presentation (14 results) (of which Invited: 4 results) Remarks (7 results)

  • [Journal Article] Optimal matching forests and valuated delta-matroids,2014

    • Author(s)
      Kenjiro Takazawa
    • Journal Title

      SIAM Journal on Discrete Mathematics

      Volume: 28 Issue: 1 Pages: 445-467

    • DOI

      10.1137/110827661

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Finding 2-factors closer to TSP tours in cubic graphs2013

    • Author(s)
      S. Boyd, S. Iwata, and K. Takazawa
    • Journal Title

      SIAM Journal on Discrete Mathematics

      Volume: Vol.27 Issue: 2 Pages: 918-939

    • DOI

      10.1137/110843514

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Finding 2-factors closer to TSP tours in cubic graphs2013

    • Author(s)
      S. Boyd, S. Iwata and K. Takazawa
    • Journal Title

      SIAM Journal on Discrete Mathematics

      Volume: --

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Shortest bibranchings and valuated matroid intersection2012

    • Author(s)
      K. Takazawa
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 29 Issue: 3 Pages: 561-573

    • DOI

      10.1007/s13160-012-0072-2

    • NAID

      10031126884

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Weighted Independent Even Factor Algorithm2012

    • Author(s)
      K. Takazawa
    • Journal Title

      Mathematical Programming, Series A

      Volume: 132 Issue: 1-2 Pages: 261-276

    • DOI

      10.1007/s10107-010-0397-z

    • NAID

      120003988372

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Shortest Bibranchings and Valuated Matroid Intersection2012

    • Author(s)
      K. Takazawa
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: --

    • NAID

      10031126884

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Proof of Cunningham's Conjecture on Restricted Subgraphs and Jump Systems2012

    • Author(s)
      Y. Kobayashi, J. Szabo, K. Takazawa
    • Journal Title

      Journal of Combinatorial Theory, Series B

      Volume: published online Issue: 4 Pages: 948-966

    • DOI

      10.1016/j.jctb.2012.03.003

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Decomposition theorems for square-free 2-matchings in bipartite graphs2015

    • Author(s)
      Kenjiro Takazawa
    • Organizer
      The 22nd International Symposium on Mathematical Programming
    • Place of Presentation
      Pittsburgh, USA
    • Year and Date
      2015-07-12 – 2015-07-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] Structure theorems for square-free 2-matchings in bipartite graphs2015

    • Author(s)
      Kenjiro Takazawa
    • Organizer
      The 9th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications
    • Place of Presentation
      九州大学
    • Year and Date
      2015-06-02 – 2015-06-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 2 部グラフにおける制約付き 2-マッチングの分解定理2015

    • Author(s)
      高澤兼二郎
    • Organizer
      日本オペレーションズ・リサーチ学会 2015 年春季研究発表会
    • Place of Presentation
      東京理科大学
    • Year and Date
      2015-03-26 – 2015-03-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 2 部グラフにおける制約付き 2-マッチングの分解定理2015

    • Author(s)
      高澤兼二郎
    • Organizer
      研究集会「最適化:モデリングとアルゴリズム」
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2015-03-19 – 2015-03-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] 制約付き 2-因子の構造とアルゴリズム: 2-因子からハミルトン閉路へ2014

    • Author(s)
      高澤兼二郎
    • Organizer
      2014 年度 RIMS 共同研究「禁止マイナー・因子理論に関する諸問題の研究」
    • Place of Presentation
      京都大学
    • Year and Date
      2014-09-02 – 2014-09-05
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Finding 2-Factors Closer to TSP Tours in Cubic Graphs2014

    • Author(s)
      K. Takazawa
    • Organizer
      The 18th Aussois Combinatorial Optimization Workshop
    • Place of Presentation
      Aussois, France
    • Related Report
      2013 Research-status Report
  • [Presentation] Shortest Bibranchings and Valuated Matroid Intersection2013

    • Author(s)
      K. Takazawa
    • Organizer
      Combinatorial Geometries: Matroids, Oriented Matroids and Applications
    • Place of Presentation
      Marseille, France
    • Related Report
      2013 Research-status Report
  • [Presentation] Shortest bibranchings and valuated matroid intersection2013

    • Author(s)
      K. Takazawa
    • Organizer
      Combinatorial Geometries: Matroids, Oriented Matroids and Applications
    • Place of Presentation
      マルセイユ,フランス
    • Related Report
      2012 Research-status Report
  • [Presentation] Covering cuts in bridgeless cubic graphs2012

    • Author(s)
      K. Takazawa
    • Organizer
      The 21st International Symposium on Mathematical Programming
    • Place of Presentation
      ベルリン,ドイツ
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Finding 2-factors closer to TSP tours in cubic graphs2012

    • Author(s)
      K. Takazawa
    • Organizer
      The 3rd Cargese Workshop on Combinatorial Optimization
    • Place of Presentation
      カージェス,フランス
    • Related Report
      2012 Research-status Report
  • [Presentation] 離散凸構造を持つ組合せ最適化問題2012

    • Author(s)
      高澤兼二郎
    • Organizer
      日本オペレーションズ・リサーチ学会「最適化の理論と応用」研究部会
    • Place of Presentation
      東京大学
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Discrete convexity in network optimization2012

    • Author(s)
      K. Takazawa
    • Organizer
      Kyoto RIMS Workshop "Discrete Convexity and Optimization"
    • Place of Presentation
      京都大学
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Optimal Matching Forests and Valuated Delta-Matroids2011

    • Author(s)
      K. Takazawa
    • Organizer
      The 15th Conference on Integer Programming and Combinatorial Optimization
    • Place of Presentation
      New York, USA
    • Related Report
      2011 Research-status Report
  • [Presentation] マッチング森とデルタマトロイド2011

    • Author(s)
      高澤兼二郎
    • Organizer
      離散幾何解析セミナー(招待講演)
    • Place of Presentation
      京都大学
    • Related Report
      2011 Research-status Report
  • [Remarks] Ck-free 2-マッチングとは

    • URL

      http://www.kurims.kyoto-u.ac.jp/~takazawa/Ck-free.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 高澤兼二郎

    • URL

      http://www.kurims.kyoto-u.ac.jp/~takazawa/index_j.html

    • Related Report
      2013 Research-status Report
  • [Remarks] 京都大学数理解析研究所

    • URL

      http://www.kurims.kyoto-u.ac.jp/ja/list/takazawa.html

    • Related Report
      2013 Research-status Report
  • [Remarks] 高澤 兼二郎

    • URL

      http://www.kurims.kyoto-u.ac.jp/~takazawa/index_j.html

    • Related Report
      2012 Research-status Report
  • [Remarks] 京都大学数理解析研究所

    • URL

      http://www.kurims.kyoto-u.ac.jp/ja/list/takazawa.html

    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://www.kurims.kyoto-u.ac.jp/~takazawa/index_j.html

    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://www.kurims.kyoto-u.ac.jp/ja/list/takazawa.html

    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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