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Towards efficient solvers for ordinary differential equations in exact real arithmetic

Research Project

Project/Area Number 18J10407
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeSingle-year Grants
Section国内
Research Field Theory of informatics
Research InstitutionKyushu University

Principal Investigator

THIES HOLGER  九州大学, システム情報科学研究院, 助教

Project Period (FY) 2018-04-25 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2019: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2018: ¥1,000,000 (Direct Cost: ¥1,000,000)
Keywords計算理論 / 計算量理論 / 計算可能解析 / 実数の計算理論 / 計算機援用証明 / 常微分方程式 / 力学系 / 平均計算量
Outline of Annual Research Achievements

In the first year of the project, some of the theoretical results on the computational complexity of ODE solving could be improved. The main goal of this year was to make progress on the more practical side of the project, more specifically on formalizing algorithms from computable analysis in the coq proof assistant.
This formalization was done in close collaboration with researchers in Europe and the formalized results have been made part of a library called "Incone", a Coq library for computable analysis.
As a first result, some more theoretical aspects have been formalized. Part of the work has been published in the proceedings of the 10th International Conference on Interactive Theorem Proving (ITP 2019).
A longer version containing several additional results has also been accepted as a journal publication.
In a second step more practical facets have been considered. In particular, a verified implementation of error-free real number computation (exact real computation) was developed in the Coq framework. The focus of this implementation was to not only verify its correctness, but also be comparable to non-verified implementations of exact real arithmetic in terms of efficiency.
The above work also lead to some new theoretical results regarding the semantics of exact real computation and the formulation of computable analysis in a type-theoretic setting. The work has been made part of the incone library which can be found online. Some of the main results have also been summarized in papers and are expected to be published soon.

Research Progress Status

令和元年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

令和元年度が最終年度であるため、記入しない。

Report

(2 results)
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (17 results)

All 2020 2019 2018 Other

All Journal Article (4 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 4 results,  Open Access: 2 results) Presentation (10 results) (of which Int'l Joint Research: 8 results,  Invited: 1 results) Remarks (3 results)

  • [Journal Article] Quantitative Continuity and Computable Analysis in Coq2019

    • Author(s)
      Florian Steinberg, Laurent Thery, Holger Thies
    • Journal Title

      Proc. of the 10th International Conference on Interactive Theorem Proving (ITP 2019), September 9-12, 2019, Portland, OR, USA, LIPIcs-Leibniz International Proceedings in Informatics

      Volume: 141

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Second-Order Linear-Time Computability with Applications to Computable Analysis2019

    • Author(s)
      Kawamura Akitoshi、Steinberg Florian、Thies Holger
    • Journal Title

      Proc. of the 15th Annual Conference on Theory and Applications of Models of Computation (TAMC 2019), April 13-16, 2019, Kitakyushu, Japan

      Volume: 11436 Pages: 337-358

    • DOI

      10.1007/978-3-030-14812-6_21

    • ISBN
      9783030148119, 9783030148126
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Parameterized complexity for uniform operators on multidimensional analytic functions and ODE solving2018

    • Author(s)
      A. Kawamura, F. Steinberg and H. Thies
    • Journal Title

      Proc. 25th Workshop on Logic, Language, Information and Computation (WoLLIC), Lecture Notes in Computer Science (LNCS)

      Volume: 10944 Pages: 223-236

    • DOI

      10.1007/978-3-662-57669-4_13

    • ISBN
      9783662576687, 9783662576694
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Average-case polynomial-time computability of Hamiltonian dynamics2018

    • Author(s)
      A. Kawamura, H. Thies and M. Ziegler
    • Journal Title

      Proc. 43rd International Symposium on Mathematical Foundations of Computer Science (MFCS), Leibniz International Proceedings in Informatics (LIPIcs)

      Volume: 117 Pages: 30-30

    • DOI

      10.4230/LIPICS.MFCS.2018.30

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Formally verified computable analysis and exact real computation2020

    • Author(s)
      Michal Konecny, Florian Steinberg, Holger Thies
    • Organizer
      LA Symposium Winter 2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Second-order linear-time complexity and applications to computable analysis2019

    • Author(s)
      Akitoshi Kawamura, Florian Steinberg, Holger Thies
    • Organizer
      15th Annual Conference on Theory and Applications of Models of Computation
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Formal proofs about metric spaces and continuity in Coq2019

    • Author(s)
      Florian Steinberg, Holger Thies
    • Organizer
      Sixteenth International Conference on Computability and Complexity in Analysis
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analytic ordinary differential equations - from computational complexity to efficient and verified algorithms2019

    • Author(s)
      Holger Thies
    • Organizer
      Computability, Continuity, Constructivity - from Logic to Algorithms 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Computable analysis, exact real arithmetic and analytic functions in Coq2019

    • Author(s)
      Florian Steinberg, Holger Thies
    • Organizer
      The Coq Workshop 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Computable analysis and verified exact real computation in Coq2019

    • Author(s)
      Michal Konecny, Florian Steinberg, Holger Thies
    • Organizer
      The 22nd Japan-Korea Joint Workshop on Algorithms and Computation
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Some formal proofs of isomorphy and discontinuity2019

    • Author(s)
      Steinberg Florian, Thies Holger
    • Organizer
      Third Workshop on Mathematical Logic and its Applications, Nancy, France
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A class for second-order linear-time computability2018

    • Author(s)
      Kawamura Akitoshi, Steinberg Florian, Thies Holger
    • Organizer
      Continuity, Computability, Constructivity (CCC) 2018, Faro, Portugal
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Computable analysis and computability in linear time2018

    • Author(s)
      Kawamura Akitoshi, Steinberg Florian, Thies Holger
    • Organizer
      Workshop on Computability Theory and Foundations of Mathematics 2018, Tokyo, Japan
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Applications of average-case complexity to problems in analysis2018

    • Author(s)
      Kawamura Akitoshi, Thies Holger, Ziegler Martin
    • Organizer
      LA Symposium, Chiba, Japan
    • Related Report
      2018 Annual Research Report
  • [Remarks] Personal homepage

    • URL

      http://www.holgerthies.com

    • Related Report
      2019 Annual Research Report
  • [Remarks] The Incone Coq library

    • URL

      https://github.com/FlorianSteinberg/incone

    • Related Report
      2019 Annual Research Report
  • [Remarks] Holger Thies (personal homepage)

    • URL

      http://www.holgerthies.com

    • Related Report
      2018 Annual Research Report

URL: 

Published: 2018-05-01   Modified: 2024-03-26  

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