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Advanced research on stochastic Runge-Kutta methods

Research Project

Project/Area Number 23540143
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionKyushu Institute of Technology

Principal Investigator

KOMORI YOSHIO  九州工業大学, 大学院情報工学研究院, 准教授 (20285430)

Research Collaborator BURRAGE Kevin  オックスフォード大学, コンピューティングラボラトリー, 教授
BUCKWAR Evelyn  ヨハネスケプラー大学, 確率解析学研究所, 教授
TOCINO Angel  サラマンカ大学, 数学科, 准教授
COHEN David  ウメオ大学, 数学科, 講師
Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords数値解法 / 確率微分方程式 / 数値的安定性 / 数値シミュレーション / 生化学反応 / 陽的数値解法 / Exponential ルンゲ・クッタ法 / 国際研究者交流 / イギリス / 国際情報交流 / オーストリア
Outline of Final Research Achievements

We have derived new numerical methods for stochastic differential equations, which are ordinary differential equations with noise terms. For ordinary differential equations, there are well-known good methods, whose computational costs are relatively low and which can avoid numerical errors’ increasing. In the present study, we have succeeded in developing them into ones for stochastic differential equations, while keeping their advantages. As a practical example, we have applied our methods for simulation of biochemical reaction system, and showed the good performance of them.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (24 results)

All 2015 2014 2013 2012 2011 Other

All Journal Article (8 results) (of which Peer Reviewed: 6 results,  Acknowledgement Compliant: 1 results) Presentation (12 results) (of which Invited: 1 results) Remarks (4 results)

  • [Journal Article] A stochastic exponential Euler scheme for simulation of stiff biochemical reaction systems2014

    • Author(s)
      Y. Komori and K. Burrage
    • Journal Title

      BIT Numerical Mathematics

      Volume: 54 Issue: 4 Pages: 1067-1085

    • DOI

      10.1007/s10543-014-0485-1

    • NAID

      120005856410

    • Related Report
      2014 Annual Research Report 2013 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] High order explicit exponential Runge-Kutta methods for the weak approximation of solutions of stochastic differential equations2014

    • Author(s)
      Y. Komori, D. Cohen and K. Burrage
    • Journal Title

      Kyushu Institute of Technology Technical Report

      Volume: CSSE-41 Pages: 0-24

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Strong first order S-ROCK methods for stochastic differential equations2013

    • Author(s)
      Y. Komori
    • Journal Title

      Journal of Computational and Applied Mathematics

      Volume: 242 Pages: 261-274

    • DOI

      10.1016/j.cam.2012.10.026

    • NAID

      120005860330

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Stochastic Runge-Kutta methods with deterministic high order for ordinary differential equations2013

    • Author(s)
      Y. Komori
    • Journal Title

      BIT Numerical Mathematics

      Volume: in press Issue: 3 Pages: 617-639

    • DOI

      10.1007/s10543-013-0419-3

    • NAID

      120006950604

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multi-dimensional linear stability analysis of S-ROCK methods for Ito stochastic differential equations2012

    • Author(s)
      Y. Komori
    • Journal Title

      AIP Conference Proceedings

      Volume: 1479 Pages: 1391-1394

    • DOI

      10.1063/1.4756417

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Weak second order S-ROCK methods for Stratonovich stochastic differential equations2012

    • Author(s)
      Y. Komori and K. Burrage
    • Journal Title

      Journal of Computational and Applied Mathematics

      Volume: 236 Issue: 11 Pages: 2895-2908

    • DOI

      10.1016/j.cam.2012.01.033

    • NAID

      120006950605

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Strong first order S-ROCK methods for stochastic differential equations2012

    • Author(s)
      Y. Komori and K. Burrage
    • Journal Title

      Kyushu Institute of Technology Technical Report

      Volume: CSSE-39

    • NAID

      120005860330

    • Related Report
      2011 Research-status Report
  • [Journal Article] Stochastic Runge-Kutta Methods with deterministic high order for ordinary eifferential equations2011

    • Author(s)
      Y. Komori and E. Buckwar
    • Journal Title

      AIP Conference Proceedings

      Volume: 1378 Pages: 1590-1593

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] High order explicit exponential Runge-Kutta methods for the weak approximation of solutions of stochastic differential equations2015

    • Author(s)
      Y. Komori
    • Organizer
      The 5th workshop on Computer-Assisted Science
    • Place of Presentation
      大阪大学 (大阪府)
    • Year and Date
      2015-01-31
    • Related Report
      2014 Annual Research Report
  • [Presentation] Stochastic exponential Euler scheme for simulation of stiff biochemical reaction systems2013

    • Author(s)
      Y. Komori and K. Burrage
    • Organizer
      19th IMACS World Congress
    • Place of Presentation
      El Escorial
    • Related Report
      2013 Research-status Report
  • [Presentation] Weak order exponential Runge-Kutta methods for stiff stochastic differential equations2013

    • Author(s)
      Y. Komori, D. Cohen and K. Burrage
    • Organizer
      International Conference on Scientific Computational and Differential Equations 2013
    • Place of Presentation
      Universidad de Valladolid
    • Related Report
      2013 Research-status Report
  • [Presentation] Exponential Runge-Kutta methods for stiff stochastic differential equations2013

    • Author(s)
      小守良雄
    • Organizer
      京大数理研研究集会「応用数理と計算科学における理論と応用の融合」
    • Place of Presentation
      京都大学数理解析研究所
    • Related Report
      2013 Research-status Report
  • [Presentation] Runge-Kutta Chebyshev methods for stochastic ordinary differential equations2013

    • Author(s)
      Y. Komori
    • Organizer
      Auckland Numerical Ordinary Differential Equations 2013
    • Place of Presentation
      University of Auckland, New Zealand
    • Related Report
      2012 Research-status Report
  • [Presentation] Runge-Kutta methods with deterministic high order for ordinary differential equations2013

    • Author(s)
      小守良雄
    • Organizer
      国立情報学研究所研究ミーティング
    • Place of Presentation
      国立情報学研究所
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] 強い意味で 1 次の確率ルンゲ・クッタ・チェビシェフ法2012

    • Author(s)
      小守良雄
    • Organizer
      日本応用数理学会 2012 年度年会
    • Place of Presentation
      稚内全日空ホテル
    • Related Report
      2012 Research-status Report
  • [Presentation] Multi-dimensional linear stability analysis of stochastic Runge-Kutta methods with deterministic high order2012

    • Author(s)
      Y. Komori
    • Organizer
      First Austrian Stochastics Days
    • Place of Presentation
      Johannes Kepler University Linz, Austria
    • Related Report
      2012 Research-status Report
  • [Presentation] Weak second order S-ROCK methods for Stratonovich stochastic differential equations2012

    • Author(s)
      Y. Komori and K. Burrage
    • Organizer
      2012 Tokyo Workshop on Structure-Preserving Methods(招待講演)
    • Place of Presentation
      東京大学 (東京都)
    • Related Report
      2011 Research-status Report
  • [Presentation] Strong first order S-ROCK methods for stochastic differential equations2012

    • Author(s)
      小守良雄, K. Burrage
    • Organizer
      国立情報学研究所研究ミーティング(招待講演)
    • Place of Presentation
      国立情報学研究所 (東京都)
    • Related Report
      2011 Research-status Report
  • [Presentation] Explicit Runge-Kutta methods with large stability regions for Ito stochastic differential equations2011

    • Author(s)
      Y. Komori and K. Burrage
    • Organizer
      International Conference on Computational Engineering 2011
    • Place of Presentation
      Darmstadtium 会議センター (ドイツ)
    • Related Report
      2011 Research-status Report
  • [Presentation] 伊藤型確率微分方程式に対して大きな安定領域をもつ陽的ルンゲ・クッタ法2011

    • Author(s)
      小守良雄, K. Burrage
    • Organizer
      日本応用数理学会 2011 年度年会
    • Place of Presentation
      同志社大学 (京都府)
    • Related Report
      2011 Research-status Report
  • [Remarks] 研究者の作成した研究成果に関する web ページ

    • URL

      http://galois.ces.kyutech.ac.jp/~komori/index.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 研究者の作成した研究成果に関する web ページ

    • URL

      http://galois.ces.kyutech.ac.jp/~komori/index.html

    • Related Report
      2013 Research-status Report
  • [Remarks] 研究者の作成した研究成果に関する web ページ

    • URL

      http://galois.ces.kyutech.ac.jp/~komori/index.html

    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://galois.ces.kyutech.ac.jp/~komori/index.html

    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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