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Designing Efficient Algorithms for Optimization Problems with Combinatorial Structures

Research Project

Project/Area Number 25730001
Research Category

Grant-in-Aid for Young Scientists (B)

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

Principal Investigator

KAKIMURA Naonori  東京大学, 大学院総合文化研究科, 講師 (30508180)

Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsアルゴリズム / グラフマイナー理論 / 固定パラメータ・アルゴリズム / 線形相補性問題 / 疎性 / グラフ彩色 / イマージョン / パッキング / 固定パラメータアルゴリズム / マトロイド交わり / 多項式時間アルゴリズム / 被覆 / 整数性
Outline of Final Research Achievements

In this project, we designed efficient algorithms for continuous and discrete optimization problems using their combinatorial structures. For discrete optimization problems, we analyzed combinatorial structures such as the Erdos-Posa property for packing/covering integer programming problems. The analysis is based on structural graph theory. The structures we found are used to develop efficient fixed-parameter algorithms. For continuous optimization problems, we mainly focused on the linear complementarity problems. We discussed the integrality of the linear complementarity problems. We also proposed efficient algorithms for LCP exploiting the sparsity.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (30 results)

All 2017 2016 2015 2014 2013

All Journal Article (11 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 10 results,  Acknowledgement Compliant: 8 results) Presentation (19 results) (of which Int'l Joint Research: 5 results,  Invited: 3 results)

  • [Journal Article] Parameterized Complexity of Sparse Linear Complementarity Problems2017

    • Author(s)
      Hanna Sumita, Naonori Kakimura, and Kazuhisa Makino
    • Journal Title

      Algorithmica

      Volume: 掲載確定 Issue: 1 Pages: 42-65

    • DOI

      10.1007/s00453-016-0229-5

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Packing Edge-Disjoint Odd Eulerian Subgraphs through Prescribed Vertices in 4-Edge-Connected Graphs2017

    • Author(s)
      Naonori Kakimura, Ken-ichi Kawarabayashi, and Yusuke Kobayashi
    • Journal Title

      SIAM Journal on Discrete Mathematics

      Volume: 掲載確定

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Coloring immersion-free graphs2016

    • Author(s)
      Naonori Kakimura, Ken-ichi Kawarabayashi
    • Journal Title

      J. Comb. Theory, Ser. B

      Volume: 121 Pages: 284-307

    • DOI

      10.1016/j.jctb.2016.07.005

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Exact and Approximation Algorithms for Weighted Matroid Intersection2016

    • Author(s)
      Chen-Chung Huang, Naonori Kakimura, and Naoyuki Kamiyama
    • Journal Title

      Proceedings of the 27th Annual ACM-SIAM Symposium on Discrete Algorithms(SODA 2016)

      Volume: - Pages: 430-444

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] The Linear Complementarity Problems with a Few Variables per Constraint2015

    • Author(s)
      Hanna Sumita, Naonori Kakimura and Kazuhisa Makino
    • Journal Title

      Mathematics of Operations Research

      Volume: 40 Issue: 4 Pages: 1015-1026

    • DOI

      10.1287/moor.2014.0708

    • Related Report
      2015 Research-status Report 2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Parameterized Complexity of Sparse Linear Complementarity Problems2015

    • Author(s)
      Hanna Sumita, Naonori Kakimura, and Kazuhisa Makino
    • Journal Title

      Proceedings of the 10th International Symposium on Parameterized and Exact Computation (IPEC 2015)

      Volume: - Pages: 355-364

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Fixed-Parameter Tractability for Subset Feedback Set Problems with Parity Constraints2015

    • Author(s)
      Naonori Kakimura and Ken-ichi Kawarabayashi
    • Journal Title

      Theoretical Computer Science

      Volume: 576 Pages: 61-76

    • DOI

      10.1016/j.tcs.2015.02.004

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Minimum-Cost b-Edge Dominating Sets on Trees2014

    • Author(s)
      Takehiro Ito, Naonori Kakimura, Naoyuki Kamiyama, Yusuke Kobayashi, and Yoshio Okamoto
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 8889 Pages: 195-207

    • DOI

      10.1007/978-3-319-13075-0_16

    • ISBN
      9783319130743, 9783319130750
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Maximum Lifetime Coverage Problems with Battery Recovery Effects2014

    • Author(s)
      Norie Fu, Vorapong Suppakitpaisarn, Kei Kimura, and Naonori Kakimura
    • Journal Title

      Proceedings of IEEE Global Communications Conference

      Pages: 118-124

    • DOI

      10.1109/glocom.2014.7036794

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] 詰め込み問題とグラフマイナー理論2014

    • Author(s)
      垣村尚徳
    • Journal Title

      数学セミナー

      Volume: 53 Pages: 25-29

    • Related Report
      2013 Research-status Report
  • [Journal Article] Robust Independence Systems2013

    • Author(s)
      Naonori Kakimura, Kazuhisa Makino
    • Journal Title

      SIAM J. Discrete Math.

      Volume: 27 Issue: 3 Pages: 1257-1273

    • DOI

      10.1137/120899480

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] マトロイド交わり問題とその解法2017

    • Author(s)
      垣村尚徳
    • Organizer
      第13回組合せ論若手研究集会
    • Place of Presentation
      慶應義塾大学(神奈川県横浜市)
    • Year and Date
      2017-03-01
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 劣モジュラ関数最大化に対するストリーミングアルゴリズム2017

    • Author(s)
      垣村尚徳
    • Organizer
      日本オペレーションズ・リサーチ学会「最適化の基盤とフロン ティア」研究部会(WOO)
    • Place of Presentation
      沖縄県市町村自治会館(沖縄県那覇市)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] イマージョンを含まないグラフに対する彩色アルゴリズム2016

    • Author(s)
      垣村尚徳,河原林健一
    • Organizer
      日本応用数理学会2016年年会
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2016-09-12
    • Related Report
      2016 Annual Research Report
  • [Presentation] Efficient Stabilization of Cooperative Matching Games2016

    • Author(s)
      Takehiro Ito, Naonori Kakimura, Naoyuki Kamiyama, Yusuke Kobayashi and Yoshio Okamoto
    • Organizer
      International Conference on Autonomous Agents and Multiagent Systems(AAMAS)
    • Place of Presentation
      Singapore(Singapore)
    • Year and Date
      2016-05-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ネットワーク型交渉ゲームの安定化アルゴリズム2016

    • Author(s)
      伊藤建洋,垣村尚徳,神山直之,小林佑輔,岡本吉央
    • Organizer
      第157回アルゴリズム研究会
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2016-03-06
    • Related Report
      2015 Research-status Report
  • [Presentation] 劣モジュラ関数最大化とその機械学習への応用2015

    • Author(s)
      垣村尚徳
    • Organizer
      第18回情報論的学習理論ワークショップ (IBIS2015)
    • Place of Presentation
      つくば国際会議場(茨城県つくば市)
    • Year and Date
      2015-11-25
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 重み付きマトロイド交わり問題に対する厳密解法と近似解法2015

    • Author(s)
      黄建中,垣村尚徳,神山直之
    • Organizer
      2015年日本オペレーションズ・リサーチ学会秋季研究発表会
    • Place of Presentation
      九州工業大学(福岡県北九州市)
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] Exact and Approximation Algorithms for Weighted Matroid Intersection2015

    • Author(s)
      Chien-Chung Huang, Naonori Kakimura, and Naoyuki Kamiyama
    • Organizer
      The 22nd International Symposium on Mathematical Programming (ISMP)
    • Place of Presentation
      Pittsburgh(U.S.)
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Total Dual Integrality of the Linear Complementarity Problem2015

    • Author(s)
      Hanna Sumita, Naonori Kakimura, and Kazuhisa Makino
    • Organizer
      The 22nd International Symposium on Mathematical Programming (ISMP)
    • Place of Presentation
      Pittsburgh(U.S.)
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Weighted Matroid Intersection Algorithms via Weight Decomposition2015

    • Author(s)
      Chien-Chung Huang, Naonori Kakimura, and Naoyuki Kamiyama
    • Organizer
      The 9th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications
    • Place of Presentation
      九州大学西新プラザ(福岡県福岡市)
    • Year and Date
      2015-06-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Total Dual Integrality of the Linear Complementarity Problem2015

    • Author(s)
      Hanna Sumita, Naonori Kakimura, and Kazuhisa Makino
    • Organizer
      The 9th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications
    • Place of Presentation
      九州大学西新プラザ(福岡県福岡市)
    • Year and Date
      2015-06-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 線形相補性問題のパラメータ化計算量2015

    • Author(s)
      澄田範奈,垣村尚徳,牧野和久
    • Organizer
      2015年日本オペレーションズ・リサーチ学会春季研究発表会
    • Place of Presentation
      東京理科大学 神楽坂キャンパス(東京都新宿区)
    • Year and Date
      2015-03-26 – 2015-03-27
    • Related Report
      2014 Research-status Report
  • [Presentation] 木における最小費用b-辺支配集合問題2015

    • Author(s)
      伊藤建洋,垣村尚徳,神山直之,小林佑輔,岡本吉央
    • Organizer
      2015年日本オペレーションズ・リサーチ学会春季研究発表会
    • Place of Presentation
      東京理科大学 神楽坂キャンパス(東京都新宿区)
    • Year and Date
      2015-03-26 – 2015-03-27
    • Related Report
      2014 Research-status Report
  • [Presentation] 線形相補性問題のパラメータ化計算量2015

    • Author(s)
      澄田範奈,垣村尚徳,牧野和久
    • Organizer
      2015年電子情報通信学会総合大会
    • Place of Presentation
      立命館大学 びわこ・くさつキャンパス(滋賀県草津市)
    • Year and Date
      2015-03-10
    • Related Report
      2014 Research-status Report
  • [Presentation] 方向つき線形相補性問題の計算複雑度2014

    • Author(s)
      澄田範奈,垣村尚徳,牧野和久
    • Organizer
      2014年日本オペレーションズ・リサーチ学会秋季研究発表会
    • Place of Presentation
      北海道科学大学(北海道札幌市)
    • Year and Date
      2014-08-28 – 2014-08-29
    • Related Report
      2014 Research-status Report
  • [Presentation] Packing Edge-Disjoint Odd S-Cycles in 4-Edge-Connected Graphs2014

    • Author(s)
      Naonori Kakimura, Yusuke Kobayashi and Ken-ichi Kawarabayashi
    • Organizer
      SIAM Conference on Discrete Mathematics
    • Place of Presentation
      Minneapolis (U.S.)
    • Year and Date
      2014-06-16 – 2014-06-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 線形相補性問題の完全双対整数性2014

    • Author(s)
      澄田範奈,垣村尚徳,牧野和久
    • Organizer
      2014年日本オペレーションズ・リサーチ学会春季研究発表会
    • Place of Presentation
      大阪大学 豊中キャンパス(大阪府豊中市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 線形相補性問題の整数性2014

    • Author(s)
      澄田範奈,垣村尚徳,牧野和久
    • Organizer
      研究集会「最適化:モデリングとアルゴリズム」
    • Place of Presentation
      政策研究大学院大学 (東京都港区)
    • Related Report
      2013 Research-status Report
  • [Presentation] Packing edge-disjoint K_5-immersions in 4-edge-connected graphs2013

    • Author(s)
      Naonori Kakimura and Ken-ichi Kawarabayashi
    • Organizer
      The Asian Mathematical Conference 2013(AMC 2013)
    • Place of Presentation
      BEXCO, Busan, Korea
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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