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Algebraic Complexity Theory: New Approaches and Algorithmic Applications

Research Project

Project/Area Number 16H05853
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Theory of informatics
Research InstitutionNagoya University (2019)
Kyoto University (2016-2018)

Principal Investigator

Le Gall Francois  名古屋大学, 多元数理科学研究科, 准教授 (50584299)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥12,480,000 (Direct Cost: ¥9,600,000、Indirect Cost: ¥2,880,000)
Fiscal Year 2019: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2018: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2017: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2016: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Keywords計算量理論 / アルゴリズム / 代数的問題 / 量子計算
Outline of Final Research Achievements

In this research project we developed new techniques based on algebraic complexity theory to solve problems from theoretical computer science. Our main achievements are as follows.
We first developed new approaches to solve algebraic problems, and constructed faster algorithms for rectangular matrix multiplication. We then showed how to apply in a novel way algebraic techniques to several problems from computer science. In particular, via this approach we designed fast distributed algorithms for various computational problems over networks. Finally, we designed several quantum algorithms for graph problems that are faster than the best known algorithms.

Academic Significance and Societal Importance of the Research Achievements

行列積は情報処理の普遍的な計算である。本研究で開発した行列積アルゴリズムは世界最高速であり、すでに理論計算機科学に広く使われており、今後もアルゴリズムの設計の重要なツールになると期待できる。分散計算における新アプローチは、汎用性が高く、分散計算の基幹技術になる可能性が高い。開発した量子アルゴリズムも、重要なグラフ問題を解くものであり、量子計算の優位性の確立に向けて大きな役割を果たすと期待できる。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (30 results)

All 2020 2019 2018 2017 2016 2015 Other

All Int'l Joint Research (8 results) Journal Article (18 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 18 results,  Open Access: 18 results,  Acknowledgement Compliant: 1 results) Presentation (4 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results)

  • [Int'l Joint Research] IRIF(フランス)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] Technion(イスラエル)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] CNRS(フランス)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] National University of Singapore(シンガポール)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] CNRS(フランス)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] テルアビブ大学(イスラエル)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] フランス国立科学研究センター(フランス)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] カリフォルニア工科大学/マサチューセッツ工科大学(米国)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Quantum distributed algorithm for triangle finding in the CONGEST model2020

    • Author(s)
      Taisuke Izumi, Francois Le Gall, Frederic Magniez
    • Journal Title

      Leibniz International Proceedings in Informatics (STACS 2020)

      Volume: 154

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [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 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Average-case quantum advantage with shallow circuits2019

    • Author(s)
      Francois Le Gall
    • Journal Title

      Leibniz International Proceedings in Informatics (CCC 2019)

      Volume: 137

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Distributed Algorithm for the All-Pairs Shortest Path Problem in the CONGEST-CLIQUE Model.2019

    • Author(s)
      Taisuke Izumi,Francois Le Gall
    • Journal Title

      Proceedings of the 2019 ACM Symposium on Principles of Distributed Computing, PODC 2019, Toronto, ON, Canada, July 29 - August 2, 2019.

      Volume: 無し Pages: 84-93

    • DOI

      10.1145/3293611.3331628

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Generalized quantum Arthur-Merlin games2019

    • Author(s)
      Hirotada Kobayashi, Francois Le Gall, Harumichi Nishimura
    • Journal Title

      SIAM Journal on Computing

      Volume: 48 Issue: 3 Pages: 865-902

    • DOI

      10.1137/17m1160173

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Advantage for the LOCAL Model in Distributed Computing2019

    • Author(s)
      Francois Le Gall, Harumichi Nishimura, Ansis Rosmanis
    • Journal Title

      Leibniz International Proceedings in Informatics (STACS 2019)

      Volume: 126

    • DOI

      10.4230/LIPICS.STACS.2019.49

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Interactive Proofs with Polynomial-Time Quantum Prover for Computing the Order of Solvable Groups2018

    • Author(s)
      Francois Le Gall, Tomoyuki Morimae, Harumichi Nishimura, Yuki Takeuchi
    • Journal Title

      Leibniz International Proceedings in Informatics (MFCS 2018)

      Volume: 117

    • DOI

      10.4230/LIPICS.MFCS.2018.26

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Sublinear-Time Quantum Computation of the Diameter in CONGEST Networks2018

    • Author(s)
      Francois Le Gall, Frederic Magniez
    • Journal Title

      Proceedings of the 37th ACM Symposium on Principles of Distributed Computing

      Volume: -- Pages: 337-346

    • DOI

      10.1145/3212734.3212744

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Improved Rectangular Matrix Multiplication using Powers of the Coppersmith-Winograd Tensor2018

    • Author(s)
      Francois Le Gall, Florent Urrutia
    • Journal Title

      Proceedings of the 29th ACM-SIAM Symposium on Discrete Algorithms (SODA 2018)

      Volume: 無 Pages: 1029-1046

    • DOI

      10.1137/1.9781611975031.67

    • ISBN
      9781611975031
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Multiparty Quantum Communication Complexity of Triangle Finding2018

    • Author(s)
      Francois Le Gall and Shogo Nakajima
    • Journal Title

      Proceedings of the Conference on the Theory of Quantum Computation, Communication and Cryptography (TQC 2017), LIPIcs

      Volume: 73

    • DOI

      10.4230/LIPIcs.TQC.2017.6

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Probabilistic Logarithmic-Space Algorithms for Laplacian Solvers2017

    • Author(s)
      Doron, Dean ; Le Gall, Francois ; Ta-Shma, Amnon
    • Journal Title

      Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2017)

      Volume: 81

    • DOI

      10.4230/LIPIcs.APPROX-RANDOM.2017.41

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Quantum Query Complexity of Unitary Operator Discrimination2017

    • Author(s)
      Kawachi Akinori、Kawano Kenichi、Le Gall Fran?ois、Tamaki Suguru
    • Journal Title

      COCOON 2017, LNCS

      Volume: 10392 Pages: 309-320

    • DOI

      10.1007/978-3-319-62389-4_26

    • ISBN
      9783319623887, 9783319623894
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Triangle Finding and Listing in CONGEST Networks2017

    • Author(s)
      Izumi Taisuke、Le Gall Fran?ois
    • Journal Title

      Proceedings of the 36th ACM Symposium on Principles of Distributed Computing (PODC 2017)

      Volume: 無 Pages: 381-389

    • DOI

      10.1145/3087801.3087811

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Algorithm for Triangle Finding in Sparse Graphs2017

    • Author(s)
      Le Gall Fran?ois、Nakajima Shogo
    • Journal Title

      Algorithmica

      Volume: 79 Issue: 3 Pages: 941-959

    • DOI

      10.1007/s00453-016-0267-z

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Communication Complexity of Distributed Set Joins2016

    • Author(s)
      Stacey Jeffery, Francois Le Gall
    • Journal Title

      Leibniz International Proceedings in Informatics

      Volume: 58

    • DOI

      10.4230/LIPIcs.MFCS.2016.54

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Further Algebraic Algorithms in the Congested Clique Model and Applications to Graph-Theoretic Problems2016

    • Author(s)
      Francois Le Gall
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 9888 Pages: 57-70

    • DOI

      10.1007/978-3-662-53426-7_5

    • ISBN
      9783662534250, 9783662534267
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Modified group non-membership is in AWPP2016

    • Author(s)
      Tomoyuki Morimae, Harumichi Nishimura and Francois Le Gall
    • Journal Title

      Quantum Information and Computation

      Volume: 17(3&4) Pages: 242-250

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Improving Quantum Query Complexity of Boolean Matrix Multiplication Using Graph Collision.2015

    • Author(s)
      Stacey Jeffery, Robin Kothari, Francois Le Gall and Frederic Magniez.
    • Journal Title

      Algorithmica, published online

      Volume: - Issue: 1 Pages: 1-16

    • DOI

      10.1007/s00453-015-9985-x

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Sublinear-Time Quantum Computation of the Diameter in CONGEST Networks2019

    • Author(s)
      Francois Le Gall
    • Organizer
      22nd Annual Conference on Quantum Information Processing (QIP 2019)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantum Distributed Computing2018

    • Author(s)
      Francois Le Gall
    • Organizer
      20th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Sublinear-Time Quantum Computation of the Diameter in CONGEST Networks2018

    • Author(s)
      Francois Le Gall
    • Organizer
      第38回量子情報技術研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Further Algebraic Algorithms in the Congested Clique Model and Applications to Graph-Theoretic Problems2016

    • Author(s)
      Francois Le Gall
    • Organizer
      コンピュテーション研究会
    • Place of Presentation
      東北大学(宮城県・仙台市)
    • Year and Date
      2016-10-21
    • Related Report
      2016 Annual Research Report

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Published: 2016-04-21   Modified: 2022-01-28  

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