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Development of Algorithm Theory Based on Mathematical Programming and Probability Tyeory

Research Project

Project/Area Number 15500008
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Fundamental theory of informatics
Research InstitutionToyohashi University of Technology (2004)
Nagoya University (2003)

Principal Investigator

FUJITO Toshihiro  Toyohashi University of Technology, Engineering, Professor, 工学部, 教授 (00271073)

Project Period (FY) 2003 – 2004
Project Status Completed (Fiscal Year 2004)
Budget Amount *help
¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2004: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2003: ¥1,000,000 (Direct Cost: ¥1,000,000)
KeywordsApproximation Algorithm / Submodular Set Cover / Covering Problem / Set Packing Problem / NP困難問題 / 主双対法 / 劣モジュラ被覆 / 貧欲法 / 線形計画緩和 / 並列アルゴリズム / 頂点被覆問題 / 連結頂点被覆 / 連結辺支配
Research Abstract

・After introducing a generalization of the vertex cover problem on graphs with vertex and edge constraints, we show it to be polynomially approximable within a factor of 2,using an extended version of the submodular set cover algorithm.
・The tree cover problem is known approximable within a factor of 2 only when all the edge costs are uniform, whereas some related problems such as vertex cover and edge dominating set are 2-approximable under general costs. We develop a primal-dual algorithm for tree cover and show that its approximation factor is 2 when only two kinds of edge weights, differing by a multiplicative factor of at least 2,are allowed.
・While several 2-approximation NC algorithms are known for the vertex cover problem on graphs, no such algorithm is known for the connected vertex cover problem. We develop 2-approximation NC and RNC algorithms for tree cover and connected vertex cover.
・It is shown that the set multicover problem can be approximated within a factor of H(k)-1/6 by a modified greedy algorithm newly developed for set multicover.
・We develop an efficient and purely combinatorial algorithm for the covering 0-1 integer program problem, and show its performance is in general as good as those of the rounding algorithms.
・Extending a local search heuristic for the unweighted set packing problem, it is shown that the k-set packing problem with weights 1 and w such that w【greater than or equal】2 canbe approximated within a factor of k/2+ε.
・We introduce a production planning problem called the capacitated supply-demand (CSD) problem, and, to analyze its structural properties, extend the submodular set cover problem to the one, called submodular integer cover (SIC), with submodular constraints on integer vectors instead of on subsets. By applying the primal-dual heuristic for SIC to CSD, it is shown that CSD can be approximated by a factor dependent on the network structure but not on any numerical value.

Report

(3 results)
  • 2004 Annual Research Report   Final Research Report Summary
  • 2003 Annual Research Report
  • Research Products

    (14 results)

All 2005 2004 Other

All Journal Article (13 results) Publications (1 results)

  • [Journal Article] Submodular Integer Cover and its Application to Production Planning2005

    • Author(s)
      Fujito, T., Yabuta, T.
    • Journal Title

      Lecture Notes in Computer Science 3351

      Pages: 154-166

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] 集合多重被覆問題に対する貧欲法の改良2005

    • Author(s)
      倉橋秀和, 藤戸敏弘
    • Journal Title

      電子情報通信学会コンピュテーション研究会技術研究報告 COMP2004-61

      Pages: 9-16

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 重みつき集合充填問題に対する局所改善法について2005

    • Author(s)
      大竹将知, 藤戸敏弘
    • Journal Title

      電子情報通信学会コンピュテーション研究会技術研究報告 COMP2004-62

      Pages: 17-22

    • NAID

      110003206415

    • Related Report
      2004 Annual Research Report
  • [Journal Article] A 2-Approximation NC Algorithm for Connected Vertex Cover and Tree Cover2004

    • Author(s)
      Fujito, T., Doi, T.
    • Journal Title

      Information Processing Letters 90

      Pages: 59-63

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 被覆容量/要求量付き部分頂点被覆問題の2倍近似解法2004

    • Author(s)
      藪田隆俊, 藤戸敏弘
    • Journal Title

      電子情報通信学会論文誌D-I J87-D-I

      Pages: 1-8

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] On Combinatorial Approximation of Covering 0-1 Integer Program and Partial Set Cover2004

    • Author(s)
      Fujito, T.
    • Journal Title

      J.Combinatorial Optimization 8

      Pages: 439-452

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A Primal-Dual Method for Approximating Tree Cover with Two Weights2004

    • Author(s)
      Doi, T., Fujito, T.
    • Journal Title

      Electronic Notes in Discrete Mathematics 17

      Pages: 135-140

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A 2-Approximation NC Algorithm for Connected Vertex Cover and Tree Cover2004

    • Author(s)
      Fujito, T., Doi, T.
    • Journal Title

      Information Processing Letters 90-2

      Pages: 59-63

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A 2-Approximation Algorithm for Capacitated Vertex Cover with Demands2004

    • Author(s)
      Yabuta, T., Fujito, T.
    • Journal Title

      IEICE Transaction D-I J87-D-I-11

      Pages: 1-8

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] On Combinatorial Approximation of Covering 0-1 Integer Program and Partial Set Cover2004

    • Author(s)
      Fujito, T.
    • Journal Title

      J.Combinatorial Optimization 8-4

      Pages: 439-452

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 被覆容量/要求量付き部分頂点被覆問題の2倍近似解法2004

    • Author(s)
      藪田隆俊, 藤戸敏弘
    • Journal Title

      電子情報通信論文誌 D-I J87-D-I・11

      Pages: 1-8

    • Related Report
      2004 Annual Research Report
  • [Journal Article] On Combinatorial Approximation of Covering 0-1 Integer Program and Partial Set Cover2004

    • Author(s)
      Fujito, T
    • Journal Title

      Journal of Combinatorial Optimization 8・4

      Pages: 439-452

    • Related Report
      2004 Annual Research Report
  • [Journal Article] A Primal-Dual Method for Approximating Tree Cover with Two Weights2004

    • Author(s)
      Doi, T., Fujito, T.
    • Journal Title

      Proc.3^<rd> CTW Workshop on Graphs and Combinatorial Optimization 8・4

      Pages: 119-123

    • Related Report
      2004 Annual Research Report
  • [Publications] Toshihiro Fujito: "A 2-APProximation NC Algorithm for Connected Vertex Cover and Tree Cover"Information Processing Letters. 90・2. 59-63 (2004)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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