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Research on Approximation Algorithms for Satisfiable Constraint Satisfaction Problems

Research Project

Project/Area Number 26730009
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Theory of informatics
Research InstitutionNational Institute of Informatics

Principal Investigator

Yoshida Yuichi  国立情報学研究所, 情報学プリンシプル研究系, 准教授 (50636967)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords制約充足問題 / 近似アルゴリズム / 性質検査 / 近似困難性 / 高階フーリエ解析
Outline of Final Research Achievements

The constraint satisfaction problem is a problem in which a set of variables and a set of constraints are given and the goal is assigning values to variables so that all the constraints are satisfied. In this research, in order to give approximation algorithms and approximation hardness of satisfiable constraint satisfaction problems, we studied its algebraic structure. Especially, we focused on a framework called property testing, which is used to derive approximation hardness of constraint satisfaction problems. As a result, we succeeded in deriving the necessary and sufficient condition of algebraic properties that can be tested in constant time and the necessary and sufficient condition of a constraint satisfaction problem for which the satisfiability of an assignment can be tested in constant time.

Report

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

    (35 results)

All 2017 2016 2015 2014 Other

All Int'l Joint Research (3 results) Journal Article (28 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 27 results,  Acknowledgement Compliant: 28 results,  Open Access: 15 results) Presentation (4 results) (of which Int'l Joint Research: 3 results,  Invited: 3 results)

  • [Int'l Joint Research] University of the Basque Country(スペイン)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] McMaster University(カナダ)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Eindhoven University of Technology(オランダ)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Random-Radius Ball Method for Estimating Closeness Centrality2017

    • Author(s)
      Wataru Inariba, Takuya Akiba, and Yuichi Yoshida
    • Journal Title

      Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI)

      Volume: なし Pages: 125-131

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Computing Least Cores of Supermodular Cooperative Games2017

    • Author(s)
      Daisuke Hatano and Yuichi Yoshida
    • Journal Title

      Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI)

      Volume: なし Pages: 551-557

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Non-monotone DR-Submodular Function Maximization2017

    • Author(s)
      Tasuku Soma and Yuichi Yoshida
    • Journal Title

      Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI)

      Volume: なし Pages: 898-904

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Regret Ratio Minimization in Multi-objective Submodular Function Maximization2017

    • Author(s)
      Tasuku Soma and Yuichi Yoshida
    • Journal Title

      Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI)

      Volume: なし Pages: 905-911

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Portfolio Optimization for Influence Spread2017

    • Author(s)
      Naoto Ohsaka and Yuichi Yoshida
    • Journal Title

      Proceedings of the 26th International Conference on World Wide Web (WWW'17)

      Volume: - Pages: 977-985

    • DOI

      10.1145/3038912.3052628

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Landmark indexing for Evaluation of Label-Constrained Reachability Queries2017

    • Author(s)
      Lucien Valstar, George Fletcher, and Yuichi Yoshida
    • Journal Title

      Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)

      Volume: なし

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Maximizing Monotone Submodular Functions over the Integer Lattice2016

    • Author(s)
      Tasuku Soma and Yuichi Yoshida
    • Journal Title

      Proceedings of the 18th Conference on Integer Programming and Combinatorial Optimization (IPCO)

      Volume: なし Pages: 325-336

    • DOI

      10.1007/978-3-319-33461-5_27

    • ISBN
      9783319334608, 9783319334615
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Efficient Algorithms for Spanning Tree Centrality2016

    • Author(s)
      Takanori Hayashi, Takuya Akiba, Yuichi Yoshida
    • Journal Title

      Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI)

      Volume: なし Pages: 3733-3739

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Dynamic Influence Analysis in Evolving Networks2016

    • Author(s)
      Naoto Ohsaka, Takuya Akiba, Yuichi Yoshida, and Ken-ichi Kawarabayashi
    • Journal Title

      Proceedings of the VLDB Endowment

      Volume: 9(12) Pages: 1077-1088

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Half-integrality, LP-branching, and FPT Algorithms2016

    • Author(s)
      Yoichi Iwata, Magnus Wahlstrom, Yuichi Yoshida
    • Journal Title

      SIAM J. Comput

      Volume: 45 Issue: 4 Pages: 1377-1411

    • DOI

      10.1137/140962838

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Testing Assignments to Constraint Satisfaction Problems2016

    • Author(s)
      Hubie Chen, Matt Valeriote, and Yuichi Yoshida
    • Journal Title

      Proceedings of the 57th Annual IEEE Symposium on Foundations of Computer Science (FOCS)

      Volume: なし Pages: 525-534

    • DOI

      10.1109/focs.2016.63

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Minimizing Quadratic Functions in Constant Time2016

    • Author(s)
      Kohei Hayashi and Yuichi Yoshida
    • Journal Title

      Proceedings of the 30th Annual Conference on Neural Information Processing Systems (NIPS)

      Volume: なし Pages: 2217-2225

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Coverage centralities for temporal networks2016

    • Author(s)
      Taro Takaguchi, Yosuke Yano, and Yuichi Yoshida
    • Journal Title

      The European Physical Journal B

      Volume: 未定 Issue: 2

    • DOI

      10.1140/epjb/e2016-60498-7

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Testing Properties of Functions on Finite Groups2016

    • Author(s)
      Kenta Oono and Yuichi Yoshida
    • Journal Title

      Random Structures & Algorithms

      Volume: 未定 Issue: 3 Pages: 579-598

    • DOI

      10.1002/rsa.20639

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Fast Top-<i>k</i> Distance Retrieval for Network Structural Proximity Features2016

    • Author(s)
      秋葉拓哉, 林孝紀, 則のぞみ, 岩田陽一, 吉田悠一
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 31 Issue: 2 Pages: B-F71_1-12

    • DOI

      10.1527/tjsai.B-F71

    • NAID

      130005126836

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Improved Approximation Algorithms for k-Submodular Function Maximization2016

    • Author(s)
      Satoru Iwata, Shin-ichi Tanigawa, and Yuichi Yoshida
    • Journal Title

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

      Volume: なし Pages: 404-413

    • DOI

      10.1137/1.9781611974331.ch30

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Gowers Norm, Function Limits, and Parameter Estimation2016

    • Author(s)
      Yuichi Yoshida
    • Journal Title

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

      Volume: なし Pages: 1391-1406

    • DOI

      10.1137/1.9781611974331.ch96

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Nonlinear Laplacian for Digraphs and its Applications to Network Analysis2016

    • Author(s)
      Yuichi Yoshida
    • Journal Title

      Proceedings of the 9th ACM International Conference on Web Search and Data Mining (WSDM)

      Volume: なし Pages: 483-492

    • DOI

      10.1145/2835776.2835785

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] On the Equivalence among Problems of Bounded Width2015

    • Author(s)
      Yoichi Iwata and Yuichi Yoshida
    • Journal Title

      Proceedings of the 23rd Annual European Symposium on Algorithms (ESA)

      Volume: なし Pages: 754-765

    • DOI

      10.1007/978-3-662-48350-3_63

    • ISBN
      9783662483497, 9783662483503
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Fully Dynamic Betweenness Centrality Maintenance on Massive Networks2015

    • Author(s)
      Takanori Hayashi, Takuya Akiba, and Yuichi Yoshida
    • Journal Title

      Proceedings of the VLDB Endowment

      Volume: 9(2) Pages: 48-59

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Monotone k-Submodular Function Maximization with Size Constraints2015

    • Author(s)
      Naoto Ohsaka and Yuichi Yoshida
    • Journal Title

      Proceedings of the 29th Annual Conference on Neural Information Processing Systems (NIPS)

      Volume: なし Pages: 694-702

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice2015

    • Author(s)
      Tasuku Soma and Yuichi Yoshida
    • Journal Title

      Proceedings of the 29th Annual Conference on Neural Information Processing Systems (NIPS)

      Volume: なし Pages: 847-855

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Testing Outerplanarity of Bounded Degree Graphs2015

    • Author(s)
      Hiro Ito and Yuichi Yoshida
    • Journal Title

      Algorithmica

      Volume: 印刷中 Issue: 1 Pages: 1-20

    • DOI

      10.1007/s00453-014-9897-1

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Distributed Multiplicative Weights Methods for DCOP2015

    • Author(s)
      Daisuke Hatano and Yuichi Yoshida
    • Journal Title

      Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI)

      Volume: なし Pages: 2074-2080

    • NAID

      40020074528

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling2015

    • Author(s)
      Takuya Akiba, Takanori Hayashi, Nozomi Nori, Yoichi Iwata, and Yuichi Yoshida
    • Journal Title

      Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI)

      Volume: なし Pages: 2-8

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Learning Word Representations from Relational Graphs2015

    • Author(s)
      Danushka Bollegala, Takanori Maehara, Yuichi Yoshida and Ken-ichi Kawarabayashi
    • Journal Title

      Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI)

      Volume: なし Pages: 2146-2152

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Gowers Norm, Function Limits, and Parameter Estimation2014

    • Author(s)
      Yuichi Yoshida
    • Journal Title

      arXiv

      Volume: 1410.5053

    • Related Report
      2014 Research-status Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] Almost linear-time algorithms for adaptive betweenness centrality using hypergraph sketches2014

    • Author(s)
      Yuichi Yoshida
    • Journal Title

      Proc. 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

      Volume: なし Pages: 1416-1425

    • DOI

      10.1145/2623330.2623626

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 機械学習における定数時間アルゴリズム2017

    • Author(s)
      吉田悠一
    • Organizer
      第28回IBISML研究会
    • Place of Presentation
      東京
    • Year and Date
      2017-03-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Higher-Order Fourier Analysis: Applications to Algebraic Property Testing2016

    • Author(s)
      Yuichi Yoshida
    • Organizer
      CCC Satellite Tokyo Workshop
    • Place of Presentation
      東京
    • Year and Date
      2016-05-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Higher-Order Fourier Analysis: Applications to Algebraic Property Testing2016

    • Author(s)
      Yuichi Yoshida
    • Organizer
      Theory Day in Taiwan
    • Place of Presentation
      国立清華大学
    • Year and Date
      2016-05-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Half-Integrality, LP-Branching, and FPT Algorithms2015

    • Author(s)
      Yuichi Yoshida
    • Organizer
      Dagstuhl Seminar 15301
    • Place of Presentation
      Dagstuhl, Germany
    • Year and Date
      2015-07-23
    • Related Report
      2015 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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