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Algorithms for Constraint Satisfaction Problems: Deepening and New Directions

Research Project

Project/Area Number 18K11164
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 60010:Theory of informatics-related
Research InstitutionUniversity of Hyogo (2019-2022)
Kyoto University (2018)

Principal Investigator

Tamaki Suguru  兵庫県立大学, 大学院情報科学研究科, 准教授 (40432413)

Project Period (FY) 2018-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2021: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2020: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords厳密アルゴリズム / 近似アルゴリズム / 計算困難 / 制約充足問題 / 充足可能性問題 / 量子計算 / 指数時間アルゴリズム / 計算複雑性
Outline of Final Research Achievements

Constraint satisfaction problems (CSPs) are fundamental combinatorial problems arising in various areas. CSPs belong to the class of NP-hard problems due to their high expressive power. In this study, we gave design and analysis of efficient exact/approximation algorithms. As a result, we obtained improved exact algorithms for the circuit satisfiability problem of bounded depth circuits with weighted symmetric gates and the maximum cut problem parametrized with the crossing numbers. We also obtained approximation algorithms for the minimum linear arrangement problem via higher order eigenvalues.

Academic Significance and Societal Importance of the Research Achievements

制約充足問題は, 普遍的な組合せ問題として, 様々な分野 (理論計算機科学, 数理論理学, 人工知能, オペレーションズリサーチ, 離散数学, 統計物理など) で研究されている. 本課題の観点であるアルゴリズム理論・計算理論においては, 最も基本的な研究対象のひとつである. 本研究の成果は学術的にも社会的にも広範囲に影響があると考えられる.

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (22 results)

All 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (3 results) Journal Article (6 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 6 results,  Open Access: 2 results) Presentation (9 results) (of which Int'l Joint Research: 2 results,  Invited: 3 results) Book (1 results) Remarks (3 results)

  • [Int'l Joint Research] Carnegie Mellon University(米国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Columbia University(米国)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] Steklov Mathematical Institute(ロシア連邦)

    • Related Report
      2018 Research-status Report
  • [Journal Article] Additive-error fine-grained quantum supremacy2020

    • Author(s)
      Morimae Tomoyuki、Tamaki Suguru
    • Journal Title

      Quantum

      Volume: 4 Pages: 329-329

    • DOI

      10.22331/q-2020-09-24-329

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Query Complexity of Unitary Operator Discrimination2019

    • Author(s)
      KAWACHI Akinori、KAWANO Kenichi、LE GALL Francois、TAMAKI Suguru
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E102.D Issue: 3 Pages: 483-491

    • DOI

      10.1587/transinf.2018FCP0012

    • NAID

      130007606941

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2019-03-01
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Fine-grained quantum computational supremacy2019

    • Author(s)
      Tomoyuki Morimae and Suguru Tamaki
    • Journal Title

      Quantum Information & Computation

      Volume: 19(13&14) Pages: 1089-1115

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Bounded depth circuits with weighted symmetric gates: Satisfiability, lower bounds and compression2019

    • Author(s)
      Sakai Takayuki、Seto Kazuhisa、Tamaki Suguru、Teruyama Junichi
    • Journal Title

      Journal of Computer and System Sciences

      Volume: 印刷中 Pages: 87-103

    • DOI

      10.1016/j.jcss.2019.04.004

    • Related Report
      2019 Research-status Report 2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Approximation Guarantees for the Minimum Linear Arrangement Problem by Higher Eigenvalues2018

    • Author(s)
      Tamaki Suguru、Yoshida Yuichi
    • Journal Title

      ACM Transactions on Algorithms

      Volume: 14 Issue: 4 Pages: 1-13

    • DOI

      10.1145/3228342

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Gate elimination: Circuit size lower bounds and #SAT upper bounds2018

    • Author(s)
      Golovnev Alexander、Kulikov Alexander S.、Smal Alexander V.、Tamaki Suguru
    • Journal Title

      Theoretical Computer Science

      Volume: 719 Pages: 46-63

    • DOI

      10.1016/j.tcs.2017.11.008

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] 制約充足問題の研究: アルゴリズムと計算複雑性2021

    • Author(s)
      玉置 卓
    • Organizer
      第39回STクラブ
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] SATの解空間連結性判定問題の計算複雑性について2021

    • Author(s)
      玉置 卓
    • Organizer
      組合せ遷移第12回セミナー・勉強会
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] OV仮定, 3-SUM仮定, APSP仮定に基づく精微な量子超越性2020

    • Author(s)
      早川 龍, 森前 智行, 玉置 卓
    • Organizer
      第1回量子ソフトウェア研究発表会
    • Related Report
      2020 Research-status Report
  • [Presentation] 精微な量子超越性の階層性定理2020

    • Author(s)
      早川 龍, 森前 智行, 玉置 卓
    • Organizer
      日本物理学会 2020年秋季大会
    • Related Report
      2020 Research-status Report
  • [Presentation] An Improved Fixed-Parameter Algorithm for Max-Cut Parameterized by Crossing Number2019

    • Author(s)
      Yasuaki Kobayashi, Yusuke Kobayashi, Shuichi Miyazaki and Suguru Tamaki
    • Organizer
      The 30th International Workshop on Combinatorial Algorithms (IWOCA)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 精微な量子計算超越性2019

    • Author(s)
      森前 智行, 玉置 卓
    • Organizer
      精微な量子計算超越性 電子情報通信学会コンピュテーション研究会, September (岡山大学, 岡山市)
    • Related Report
      2019 Research-status Report
  • [Presentation] Stabilizer rank: Sparse representation for classical simulation of quantum circuits2019

    • Author(s)
      Suguru Tamaki
    • Organizer
      代数幾何学的計算理論とその周辺ミニワークショップ, August (東京大学, 東京都目黒区)
    • Related Report
      2019 Research-status Report
  • [Presentation] Beating Brute Force for Systems of Polynomial Equations over Finite Fields2019

    • Author(s)
      Suguru Tamaki
    • Organizer
      MPI-INF and MPI-MiS joint workshop on Theoretical Computer Science and Algebraic Geometry
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 精微な計算複雑性と暗号理論2018

    • Author(s)
      玉置 卓
    • Organizer
      第10回暗号及び情報セキュリティと数学の相関ワークショップ (CRISMATH 2018)
    • Related Report
      2018 Research-status Report
    • Invited
  • [Book] 理論計算機科学事典2022

    • Author(s)
      徳山 豪, 小林 直樹 (総編集), 玉置 卓 (3.5節)
    • Total Pages
      800
    • Publisher
      朝倉書店
    • ISBN
      9784254122633
    • Related Report
      2021 Research-status Report
  • [Remarks] Suguru TAMAKI's Website

    • URL

      https://sites.google.com/view/sugur/home-jp

    • Related Report
      2022 Annual Research Report 2019 Research-status Report 2018 Research-status Report
  • [Remarks] Suguru TAMAKI's Website

    • URL

      https://sites.google.com/view/sugur/research-jp

    • Related Report
      2021 Research-status Report
  • [Remarks] 玉置 卓 (Suguru Tamaki) - マイポータル

    • URL

      https://researchmap.jp/7000008755

    • Related Report
      2020 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2024-01-30  

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