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Hypervelocity information extraction from huge informations

Research Project

Project/Area Number 21500014
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Fundamental theory of informatics
Research InstitutionKyoto University

Principal Investigator

ITO Hiro  京都大学, 大学院・情報学研究科, 准教授 (50283487)

Co-Investigator(Kenkyū-buntansha) IWAMA Kazuo  京都大学, 大学院・情報学研究科, 教授 (50131272)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2011: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsアルゴリズム理論 / 定数時間アルゴリズム / グラフアルゴリズム / グラフ / ネットワーク / アルゴリズム / 定数時間 / 乱択 / マトロイド / ナップザック問題 / オンラインアルゴリズム / ユニットディスクグラフ / FPT / 計算複雑さ / 下界値 / 性質検査 / 近似アルゴリズム
Research Abstract

We investigated fast algorithms for treating big data, and lower bounds about them. Especially, algorithms that see only constant number of data of the given instance are mainly investigated. We obtained fast constant-time algorithms for approximating the size of the maximum independent set and the maximum matching of graphs, a testing outerplanarity of graphs, approximating the rank of sparsity matroids, and approximating the solution of the knapsack problem. And we presented new tools for showing linear lower bounds for testing algorithms. Moreover, we considered to parametrize unit disk graphs by the area, and gave some FPT algorithms and lower bounds on some problems on them.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (52 results)

All 2012 2011 2010 2009 Other

All Journal Article (28 results) (of which Peer Reviewed: 13 results) Presentation (22 results) Book (2 results)

  • [Journal Article] Constant-time algorithms for sparsity matroids, The 39th International Colloquium on Automata, Language and Programming(ICALP 2012)2012

    • Author(s)
      ITO Hiro TANIGAWA Shin-ichi, YOSHIDA Yuichi
    • Journal Title

      The 39th International Colloquium on Automata, Language and Programming(ICALP 2012)

      Volume: (to appear)

    • Related Report
      2011 Final Research Report
  • [Journal Article] Constant-time approximation algorithms for the knapsack problem2012

    • Author(s)
      ITO Hiro, KIYOSHIMA Susumu, YOSHIDA Yuichi
    • Journal Title

      LNCS

      Volume: #7287 Pages: 131-142

    • NAID

      110008689181

    • Related Report
      2011 Final Research Report
  • [Journal Article] Property testing on k-vertex connectivity of graphs2012

    • Author(s)
      YOSHIDA Yuichi and ITO Hiro
    • Journal Title

      Algorithmica

      Volume: Vol.62, No.3-4 Pages: 701-712

    • NAID

      10030998706

    • Related Report
      2011 Final Research Report
  • [Journal Article] An Almost Optimal Algorithm for Winkler's Sorting Pairs in Bins2012

    • Author(s)
      ITO Hiro, TERUYAMA Junichi, and YOSHIDA Yuichi
    • Journal Title

      Progress in Informatics

      Volume: No.9 Pages: 3-7

    • Related Report
      2011 Final Research Report
  • [Journal Article] KASAHARA Shoji, and KAWAHARA Jun, An online algorithm optimally self-tuning to congestion for power management problems, Proceedings of the 9th Workshop on Approximation and Online Algorithms(WAOA 2011)2012

    • Author(s)
      Wolfgang BEIN, HATTA Naoki, Nelson HERNANDEZ-CONS, ITO Hiro
    • Journal Title

      LNCS

      Volume: #7164 Pages: 35-48

    • Related Report
      2011 Final Research Report
  • [Journal Article] Property testing on k-vertex connectivity of graphs2012

    • Author(s)
      Y.Yoshida, H.Ito
    • Journal Title

      Algorithmica

      Volume: 62 Pages: 701-712

    • NAID

      10030998706

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Constant-time approximation algorithms for the knapsack problem2012

    • Author(s)
      H.Ito, S.Kiyoshima, Y.Yoshida
    • Journal Title

      Lecture Notes in Computer Science (Proc.TAMC 2012)

      Volume: (採録決定)

    • NAID

      110008689181

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Constant-time algorithms for sparsity matroids2012

    • Author(s)
      H.Ito, S.Tanigawa, Y.Yoshida
    • Journal Title

      Lecture Notes in Computer Science (Proc.ICALP 2012)

      Volume: (採録決定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An online algorithm optimally self-tuning to congestion for power management problems2012

    • Author(s)
      W.Bein, N.Hatta, N.HERNANDEZ-CONS, H.Ito, S.Kasaharam, J.Kawahara
    • Journal Title

      Lecture Notes in Computer Science (Proc.WAOA 2011)

      Volume: 7,164 Pages: 35-48

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] KOBAYASHI Midori and NAKAMURA Gisaku, Arrangements of n points whose incident-line-numbers are at most n/2, Special Issue of JCCGG20092011

    • Author(s)
      AKIYAMA Jin, ITO Hiro
    • Journal Title

      Graphs and Combinatorics

      Volume: Vol.27, No.3 Pages: 321-326

    • Related Report
      2011 Final Research Report
  • [Journal Article] PSPACE-completeness of the weighted poset game, Proceedings of the 10th International Symposium on Operations Research and Its Applications(ISORA 2011)2011

    • Author(s)
      ITO Hiro and TAKATA Satoshi
    • Journal Title

      Lecture Notes in Operations Research

      Volume: #14 Pages: 89-93

    • Related Report
      2011 Final Research Report
  • [Journal Article] Po-Ru LOH, Shelly MANBER and Omari STEPHENS, Making polygons by simple folds and one straight cut, Proceedings of the China-Japan Joint Conference on Computational Geometry, Graphs and Applications(CGGA 2010)2011

    • Author(s)
      Erik D. DEMAINE, Martin L. DEMAINE, Andrea HAWKSLEY, ITO Hiro
    • Journal Title

      LNCS

      Volume: #7033 Pages: 27-43

    • Related Report
      2011 Final Research Report
  • [Journal Article] Complexity of the stamp folding problem, Proceedings of The 5th Annual International Conference on Combinatorial Optimization and Applications(COCOA 2011)2011

    • Author(s)
      UMESATO Takuya, SAITOH Toshiki, UEHARA Ryuhei, and ITO Hiro
    • Journal Title

      LNCS

      Volume: #6831 Pages: 311-321

    • Related Report
      2011 Final Research Report
  • [Journal Article] PSPACE-completeness of the weighted poset game2011

    • Author(s)
      H.Ito, S.Takata
    • Journal Title

      Lecture Notes in Operations Research (Proc.ISORA 2011)

      Volume: 14 Pages: 89-93

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Testing outerplanarity of bounded degree graphs2011

    • Author(s)
      Y.Yoshida, H.Ito
    • Journal Title

      Lecture Notes of Computer Science (Proc.RANDOM2010)

      Volume: 6302 Pages: 642-655

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Arrangements of n points whose incident-line-numbers are at most n/22011

    • Author(s)
      J.Akiyama, H.Ito, M.Kobayashi, G.Nakamura
    • Journal Title

      Graphs and Combinatorics

      Volume: 27 Pages: 321-326

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Query-number preserving reductions and linear lower bounds for testing2010

    • Author(s)
      YOSHIDA Yuichi and ITO Hiro
    • Journal Title

      IEICE Transactions

      Volume: Vol.E93-D, No.2 Pages: 233-240

    • Related Report
      2011 Final Research Report
  • [Journal Article] Testing k-edge-connectivity of digraphs2010

    • Author(s)
      YOSHIDA Yuichi and ITO Hiro
    • Journal Title

      Journal of System Science and Complexity

      Volume: Vol.23 Pages: 91-101

    • NAID

      110006343677

    • Related Report
      2011 Final Research Report
  • [Journal Article] Testing outer planarity of bounded degree graphs, Proceedings of the 14th Intl. Workshop on Randomization and Computation(RANDOM 2010)2010

    • Author(s)
      YOSHIDA Yuichi and ITO Hiro
    • Journal Title

      LNCS

      Volume: #6302 Pages: 642-655

    • Related Report
      2011 Final Research Report
  • [Journal Article] Tractability and intractability of problems on unit disk graphs parameterized by domain area, Proceedings of the 9th International Symposium on Operations Research and Its Applications(ISORA 2010)2010

    • Author(s)
      ITO Hiro and KADOSHITA Masakazu
    • Journal Title

      Lecture Notes in Operations Research

      Volume: #12 Pages: 120-127

    • Related Report
      2011 Final Research Report
  • [Journal Article] Tractability and intractability of problems on unit disk graphs parameterized by domain area2010

    • Author(s)
      H.Ito, M.Kadoshita
    • Journal Title

      Lecture Notes in Operations Research (Proc.ISORA2010)

      Volume: 12 Pages: 120-127

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Testing k-edge-connectivity of digraphs2010

    • Author(s)
      Y.Toshida, H.Ito
    • Journal Title

      Journal of System Science and Complexity 23

      Pages: 91-101

    • NAID

      110006343677

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Query-number preserving reductions and linear lower bounds for testing2010

    • Author(s)
      Y.Toshida, H.Ito
    • Journal Title

      IEICE Transactions E93-D(2)

      Pages: 233-240

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Enumeration of isolated cliques and pseudo-cliques2009

    • Author(s)
      ITO Hiro and IWAMA Kazuo
    • Journal Title

      ACM Transactions on Algorithms

      Volume: Vol.5, Issue 4 Pages: 40-40

    • Related Report
      2011 Final Research Report
  • [Journal Article] Enumeration of isolated cliques and pseudo-cliques2009

    • Author(s)
      H.Ito, K.Iwama
    • Journal Title

      ACM Transactions on Algorithms 5(4)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An improved constant-time approximation algorithm for maximum matchings2009

    • Author(s)
      Y.Toshida, M.Yamamoto, H.Ito
    • Journal Title

      Proceedings of the 41st ACM Symposium on Theory of Computing (STOC 2010)

      Pages: 225-234

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An improved constant-time approximation algorithm for maximum matchings

    • Author(s)
      YOSHIDA Yuichi, YAMAMOTO Masaki, and ITO Hiro
    • Journal Title

      Proceedings of the 41st ACM Symposium on Theory of Computing(STOC 2009)

      Pages: 225-234

    • Related Report
      2011 Final Research Report
  • [Journal Article] Property testing on k-vertex connectivity of graphs

    • Author(s)
      Y.Yoshida, H.Ito
    • Journal Title

      Algorithmica

      Volume: (採録決定)

    • NAID

      10030998706

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Constant-time algorithms and fundamental theorems2011

    • Author(s)
      ITO Hiro
    • Organizer
      Colloquium, Dept. Comput. Science
    • Place of Presentation
      Univ. Nevada, Las Vegas.
    • Year and Date
      2011-10-21
    • Related Report
      2011 Final Research Report
  • [Presentation] 定数時間アルゴリズムとその基本定理(前編)-密グラフモデルと正則性補題, ERATOセミナー2011

    • Author(s)
      伊藤大雄
    • Place of Presentation
      北大
    • Year and Date
      2011-08-23
    • Related Report
      2011 Final Research Report
  • [Presentation] 定数時間アルゴリズムとその基本定理(前編)---密グラフモデルと正則性補題2011

    • Author(s)
      伊藤大雄
    • Organizer
      ERATOセミナー
    • Place of Presentation
      ERATO札幌オフィス(北大)
    • Year and Date
      2011-08-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] 定数時間アルゴリズムとBDD2011

    • Author(s)
      伊藤大雄, 楠本充
    • Organizer
      ERATO湊離散構造処理系プロジェクト2011年度初夏のワークショップ
    • Place of Presentation
      ERATO札幌オフィス(北大)
    • Year and Date
      2011-06-11
    • Related Report
      2011 Annual Research Report
  • [Presentation] An Online Algorithm Optimally Self-tuning to Congestion for Power Management Problems2011

    • Author(s)
      W. BEIN, HATTA Naoki, ITO Hiro, KAWAHARA Jun
    • Organizer
      信学技報電子情報通信学会コンピューテーション研究会(COMP)
    • Place of Presentation
      京都大学
    • Year and Date
      2011-04-22
    • Related Report
      2011 Final Research Report
  • [Presentation] ナップサック問題に対する定数時間近似アルゴリズム2011

    • Author(s)
      伊藤大雄, 清島奨, 吉田悠一
    • Organizer
      信学技報電子情報通信学会コンピューテーション研究会(COMP)
    • Place of Presentation
      中央大学後楽園キャンパス
    • Year and Date
      2011-03-09
    • Related Report
      2011 Final Research Report
  • [Presentation] Bubble sort with infinitely large bins2011

    • Author(s)
      伊藤大雄, 照山順一, 吉田悠一
    • Organizer
      LAシンポジウム
    • Place of Presentation
      京都大学
    • Year and Date
      2011-02-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] 定数時間アルゴリズムとBDD, ERATO湊離散構造処理系プロジェクト2011

    • Author(s)
      伊藤大雄, 楠本充
    • Organizer
      2011年度初夏のワークショップ
    • Place of Presentation
      北大
    • Related Report
      2011 Final Research Report
  • [Presentation] TANIGAWA Shin-ichi, YOSHIDA Yuichi, Testing algorithms for(k, l)-sparsity and(k, l). edge-connected-orient ability2011

    • Author(s)
      ITO Hiro
    • Organizer
      The 7th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications
    • Place of Presentation
      京都大学数理解析研究所
    • Related Report
      2011 Final Research Report
  • [Presentation] An almost optimal algorithm for Winkler's sorting pairs in bins2010

    • Author(s)
      ITO Hiro, TERUYAMA Junichi, and YOSHIDA Yuichi
    • Organizer
      信学技報電子情報通信学会コンピューテーション研究会(COMP)
    • Place of Presentation
      九州大学西新プラザ
    • Year and Date
      2010-01-25
    • Related Report
      2011 Final Research Report
  • [Presentation] An almost optimal algorithm for Winkler's sorting pairs in bins2010

    • Author(s)
      H.Ito, J.Teruyama, Y.Yoshida
    • Organizer
      電子情報通信学会コンピューテーション研究会
    • Place of Presentation
      九州大学西新プラザ
    • Year and Date
      2010-01-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] An almost optimal algorithm for Winkler's sorting pairs in bins2010

    • Author(s)
      ITO Hiro, TERUYAMA Junichi, and YOSHIDA Yuichi
    • Organizer
      AAAC2010
    • Place of Presentation
      浦項(pohang),韓国
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] 大規模ネットワーク問題のための定数時間アルゴリズム「ネットワークと情報処理」2009

    • Author(s)
      伊藤大雄
    • Organizer
      甲南大学知的情報通信研究所シンポジウム
    • Place of Presentation
      甲南大学
    • Year and Date
      2009-12-26
    • Related Report
      2011 Final Research Report
  • [Presentation] 大規模ネットワーク問題のための定数時間アルゴリズム2009

    • Author(s)
      伊藤大雄
    • Organizer
      甲南大学 知的情報通信研究所 シンポジウム「ネットワークと情報処理」
    • Place of Presentation
      甲南大学
    • Year and Date
      2009-12-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] Arrangements of n points whose incident-linenumbers are at most n/22009

    • Author(s)
      J.Akiyama, H.Ito, M.Kobayashi, G.Nakamura
    • Organizer
      JCCGG2009
    • Place of Presentation
      北陸先端科学技術大学院大学
    • Year and Date
      2009-11-11
    • Related Report
      2009 Annual Research Report
  • [Presentation] Arrangements of eleven points in the plane, each with five incident lines2009

    • Author(s)
      J.Akiyama, H.Ito, M.Kobayashi, G.Nakamura
    • Organizer
      JCCGG2009
    • Place of Presentation
      北陸先端科学技術大学院大学
    • Year and Date
      2009-11-11
    • Related Report
      2009 Annual Research Report
  • [Presentation] 無秩序の代償(price of anarchy)の理論への招待2009

    • Author(s)
      伊藤大雄
    • Organizer
      FIT2009
    • Place of Presentation
      東北工業大学 八木山キャンパス
    • Year and Date
      2009-09-02
    • Related Report
      2009 Annual Research Report
  • [Presentation] ジョルダン閉曲線上の4点からは作れない四角形2009

    • Author(s)
      秋山仁, 伊藤大雄, 小林みどり, 中村義作
    • Organizer
      離散数学とその応用研究集会
    • Place of Presentation
      茨城大学工学部日立キャンパス
    • Year and Date
      2009-08-07
    • Related Report
      2009 Annual Research Report
  • [Presentation] Constant-time approximations using minimum value search for independent sets and matchings2009

    • Author(s)
      Y.Yoshida, M.Yamamoto, H.Ito
    • Organizer
      The 2nd Annual Meeting of Asian Association for Algorithms and Computation (AAAC2009)
    • Place of Presentation
      Hangzhou(杭州),中国
    • Year and Date
      2009-04-11
    • Related Report
      2009 Annual Research Report
  • [Presentation] 無秩序の代償(price of anarchy)の理論への招待「アルゴリズム・サイエンスにおけるゲーム理論の新展開」2009

    • Author(s)
      伊藤大雄
    • Organizer
      FIT 2009イベント企画
    • Place of Presentation
      東北工業大学八木山キャンパス
    • Related Report
      2011 Final Research Report
  • [Presentation] Constant-time approximations using minimum value search for independent sets and matchings2009

    • Author(s)
      YOSHIDA Yuichi, YAMAMOTO Masaki, and ITO Hiro
    • Organizer
      Constant-time approximations using minimum value search for independent sets and matchings
    • Place of Presentation
      中国
    • Related Report
      2011 Final Research Report
  • [Presentation] 最大独立集合と最大マッチングに対する定数時間近似アルゴリズムの改善2009

    • Author(s)
      吉田悠一, 山本真基, 伊藤大雄
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      愛媛大(松山市)
    • Related Report
      2011 Final Research Report
  • [Book] 離散数学のすすめ2010

    • Author(s)
      伊藤大雄・宇野裕之
    • Publisher
      現代数学社
    • Related Report
      2011 Final Research Report
  • [Book] パズル・ゲームで楽しむ数学2010

    • Author(s)
      伊藤大雄
    • Total Pages
      164
    • Publisher
      森北出版
    • Related Report
      2009 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

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