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New Graph Indexing Structures based on Decomposition

Research Project

Project/Area Number 16K12393
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Theory of informatics
Research InstitutionThe University of Tokyo

Principal Investigator

Sadakane Kunihiko  東京大学, 大学院情報理工学系研究科, 教授 (20323090)

Research Collaborator Nakamura Kengo  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
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: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywordsネットワーク問題 / グラフ分解 / 最大フロー / 深さ優先探索 / グラフ
Outline of Final Research Achievements

We have developed algorithms for various network problems based on graph decomposition. We evaluated time complexities for s-t max flow, all pairs max flow, mininum cut, single source shortest paths, and all pairs shortest paths, using the size of the largest triconnected components in the graph as a parameter. These algorithms are faster than existing ones if the size of the largest triconnected components is small. This means we can say that the size of the largest triconnected components is a parameter on difficulties of network problems.

Academic Significance and Societal Importance of the Research Achievements

グラフに関する問題を解くアルゴリズムとしては,木分解に基づくアルゴリズムが多く存在するが,それらは木幅が小さい場合しか適用できない.本研究で開発するアルゴリズムは異なる分解に基づくため,木幅が大きいグラフに対しても適用できる.また,木分解と異なり,問題によっては計算量がパラメタの指数では無く多項式に比例するようになることがある.これにより,多くのグラフに対して実用的なアルゴリズムを開発できるようになることが期待される.

Report

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

    (10 results)

All 2019 2018 2017 Other

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

  • [Int'l Joint Research] National Tsing Hua University(台湾)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] University of Denver(米国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Indian Institute of Technology Madras(インド)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Indian Institute of Technology Madras(インド)

    • Related Report
      2017 Research-status Report
  • [Journal Article] Faster algorithms for shortest path and network flow based on graph decomposition2019

    • Author(s)
      Manas Jyoti Kashyop, Tsunehiko Nagayama, Kunihiko Sadakane
    • Journal Title

      Journal of Graph Algorithms and Applications

      Volume: 印刷中

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] An O(1)-Approximation Algorithm for Dynamic Weighted Vertex Cover with Soft Capacity2018

    • Author(s)
      Hao-Ting Wei, Wing-Kai Hon, Paul Horn, Chung-Shou Liao, Kunihiko Sadakane
    • Journal Title

      Proceedings of APPROX

      Volume: LIPIcs 116

    • DOI

      10.4230/LIPICS.APPROX-RANDOM.2018.27

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Faster Network Algorithms Based on Graph Decomposition2018

    • Author(s)
      Kashyop Manas Jyoti, Nagayama Tsunehiko, Sadakane Kunihiko
    • Journal Title

      Proceedings of WALCOM

      Volume: LNCS 10755 Pages: 80-92

    • DOI

      10.1007/978-3-319-75172-6_8

    • ISBN
      9783319751719, 9783319751726
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Space-Efficient Algorithm for the Dynamic DFS Problem in Undirected Graphs2017

    • Author(s)
      Kengo Nakamura, Kunihiko Sadakane
    • Journal Title

      Proceedings of WALCOM

      Volume: LNCS 10167 Pages: 295-307

    • DOI

      10.1007/978-3-319-53925-6_23

    • ISBN
      9783319539249, 9783319539256
    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] 無向グラフ動的DFSに対する省空間かつ高速なアルゴリズム2017

    • Author(s)
      中村健吾・定兼邦彦
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      名城大学
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Remarks]

    • URL

      https://researchmap.jp/sada/

    • Related Report
      2018 Annual Research Report

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Published: 2016-04-21   Modified: 2022-08-19  

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