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Runge-Kutta methods for stochastic differential equations

Research Project

Project/Area Number 19540139
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

KOMORI Yoshio  Kyushu Institute of Technology, 大学院・情報工学研究院, 助教 (20285430)

Research Collaborator KEVIN Burrage  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
Project Period (FY) 2007 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2008: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2007: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords数値数学 / 確率微分方程式 / 数値解法 / 数値的安定性 / Weakオーダー / 陰的解法 / Weak オーダー
Research Abstract

We have considered numerical methods for ordinary differential equations with noise terms. In general, such methods need a large number of (pseudo-) random numbers and a large number of evaluations of the diffusion coefficients in the equations. In this research subject, numerical schemes with high precision have been proposed in which the sum of the both numbers is smaller than existing schemes need. Incidentally, because numerical calculations cause numerical errors, methods less influenced by the errors are desirable. Such methods with high precision have been also proposed.

Report

(6 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report   Self-evaluation Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (33 results)

All 2011 2010 2009 2008 2007 Other

All Journal Article (11 results) (of which Peer Reviewed: 8 results) Presentation (16 results) Remarks (6 results)

  • [Journal Article] Supplement : efficient weak second-order stochastic Runge-Kutta methods for non-commutative Stratonovich stochastic differential equations2011

    • Author(s)
      Yoshio Komori, Kevin Burrage
    • Journal Title

      in Journal of Computational and Applied Mathematics in press

    • NAID

      120005622199

    • URL

      http://dx.doi.org/10.1016/j.cam.2011.04.021

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A stochastic method for all seasons, Technical Report CSSE-36, Faculty of Computer Science & Systems Engineering2010

    • Author(s)
      Yoshio Komori, Kevin Burrage
    • Journal Title

      Kyushu Institute of Technology

    • Related Report
      2010 Final Research Report
  • [Journal Article] Explicit Stochastic Runge-Kutta Methods with Large Stability Region2010

    • Author(s)
      Kevin Burrage, Yoshio Komori
    • Journal Title

      AIP Conference Proceedings Vol.1281

      Pages: 2057-2060

    • NAID

      120006950602

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Supplement : efficient weak second-order stochastic Runge-Kutta methods for non-commutative stochastic differential equations2010

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

      Kyushu Institute of Technology Technical Report (Preprint of a letter for publication)

      Volume: CSSE-35 Pages: 1-7

    • Related Report
      2010 Annual Research Report
  • [Journal Article] A stochastic method for all seasons2010

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

      Kyushu Institute of Technology Technical Report (Preprint of a paper for publication)

      Volume: CSSE-36 Pages: 1-26

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Explicit Stochastic Runge-Kutta Methods with Large Stability Regions2010

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

      AIP Conference Proceedings

      Volume: 1281 Pages: 2057-2060

    • NAID

      120006950602

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Weak order drift-implicit Runge-Kutta methods for stochastic differential equations2008

    • Author(s)
      Yoshio Komori
    • Journal Title

      AIP Conference Proceedings Vol.1048

      Pages: 319-323

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Weak first- or second-order implicit Runge-Kutta methods for stochastic differential equations with a scalar Wiener process2008

    • Author(s)
      Yoshio Komori
    • Journal Title

      Journal of Computational and Applied Mathematics Vol.217

      Pages: 166-179

    • NAID

      120002440636

    • URL

      http://dx.doi.org/10.1016/j.cam.2007.06.024

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Weak first-or second-order implicit Runge-Kutta methods for stochastic differential equations with a scalar Wiener process2008

    • Author(s)
      Yoshio Komori
    • Journal Title

      Journal of Computational and Applied Mathematics Vol.217

      Pages: 166-179

    • NAID

      120002440636

    • URL

      http://ds.lib.kyutech.ac.jp/dspace/handle/10228/446

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Weak first- or second-order implicit Runge-Kutta methods forstochastic differential equations with a scalar Wiener process2008

    • Author(s)
      Yoshio Komori
    • Journal Title

      Journal of Computational and AppliedMathematics 217

      Pages: 166-179

    • NAID

      120002440636

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Weak first-or second-order implicit Runge-Kutta methods for stochastic differential equations with a scalar Wiener process

    • Author(s)
      Yoshio Komori
    • Journal Title

      Journal of Computational and Applied Mathematics (印刷待ち)

    • NAID

      120002440636

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] Explicit stochastic Runge-Kutta methods with large stability regions2010

    • Author(s)
      Kevin Burrage, Yoshio Komori
    • Organizer
      International Conference of Numerical Analysis and Applied Mathematics 2010
    • Place of Presentation
      Hotel Rodos Palace, Rhodes, Greece.
    • Year and Date
      2010-09-23
    • Related Report
      2010 Final Research Report
  • [Presentation] 大きな安定領域をもつ陽的確率ルンゲ・クッタ法2010

    • Author(s)
      小守良雄, Kevin Burrage
    • Organizer
      日本応用数理学会2010年度年会
    • Place of Presentation
      明治大学駿河台キャンパス
    • Year and Date
      2010-09-06
    • Related Report
      2010 Final Research Report
  • [Presentation] 大きな安定領域をもつ陽的確率ルンゲ・クッタ法2010

    • Author(s)
      小守良雄
    • Organizer
      日本応用数理学会2010年度年会
    • Place of Presentation
      明治大学 駿河台キャンパス
    • Year and Date
      2010-09-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] 硬い確率微分方程式に対するチェビシェフ法2009

    • Author(s)
      Kevin Burrage, Yoshio Komori
    • Organizer
      日本応用数理学会2009年度年会
    • Place of Presentation
      大阪大学豊中キャンパス
    • Year and Date
      2009-09-30
    • Related Report
      2010 Final Research Report 2009 Self-evaluation Report
  • [Presentation] 硬い確率微分方程式に対するチェビシェフ法2009

    • Author(s)
      小守良雄
    • Organizer
      日本応用数理学会2009年度年会
    • Place of Presentation
      大阪大学 豊中キャンパス
    • Year and Date
      2009-09-30
    • Related Report
      2009 Annual Research Report
  • [Presentation] Weak order Chebyshev methods for stiff stochastic differential equations2009

    • Author(s)
      Kevin Burrage, Yoshio Komori
    • Organizer
      International Conference on Scientific Computational and Differential Equations 2009
    • Place of Presentation
      Beijing Friendship Hotel, Beijing, China.
    • Year and Date
      2009-05-29
    • Related Report
      2010 Final Research Report
  • [Presentation] Weak order Chebyshev methods for stiff stochastic differential equations2009

    • Author(s)
      Kevin Burrage, Yoshio Komori(発表者)
    • Organizer
      International Conference on Scientific Computational and Differential Equations 2009
    • Place of Presentation
      Beijing Friendship Hotel, Beijing, China
    • Year and Date
      2009-05-29
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] Weak order Chebyshev methods for stiff stochastic differential equations2009

    • Author(s)
      Yoshio Komori
    • Organizer
      International conference on scientific computational and differential equations 2009
    • Place of Presentation
      Beijing Friendship Hotel, Beijing, China
    • Year and Date
      2009-05-29
    • Related Report
      2009 Annual Research Report
  • [Presentation] Weak order drift-implicit Runge-Kutta methods for stochastic differential equations2008

    • Author(s)
      小守良雄
    • Organizer
      International Conference of Numerical Analysis and Applied Mathematics 2008
    • Place of Presentation
      Kypriotis International Conference Center, Kos, Greece.
    • Year and Date
      2008-09-17
    • Related Report
      2010 Final Research Report
  • [Presentation] Weak order drift-implicit Runge-Kutta methods for stochastic differential equations2008

    • Author(s)
      Yoshio Komori
    • Organizer
      International Conference of Numerical Analysis and Applied Mathematics 2008
    • Place of Presentation
      Kypriotis International Conference Center, Kos, Greece
    • Year and Date
      2008-09-17
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] Weak order drift-implicit Runge-Kutta methods forStochastic differential equations2008

    • Author(s)
      Yoshio Komori
    • Organizer
      International conference of numericalanalys is and applied mathematics 2008
    • Place of Presentation
      Kypriotis Int. Conf. Center, Kos, Greece
    • Year and Date
      2008-09-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] Drift-implicit確率Runge-Kutta法について2007

    • Author(s)
      小守良雄
    • Organizer
      日本応用数理学会2007年度年会
    • Place of Presentation
      北海道大学工学部
    • Year and Date
      2007-09-17
    • Related Report
      2010 Final Research Report
  • [Presentation] Drift-implicit 確率 Runge-Kutta 法について2007

    • Author(s)
      小守良雄
    • Organizer
      日本応用数理学会2007年度年会
    • Place of Presentation
      北海道大学工学部
    • Year and Date
      2007-09-17
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] Drift-implicit 確率 Runge-Kutta 法について2007

    • Author(s)
      小守 良雄
    • Organizer
      日本応用数理学会2007年度年会
    • Place of Presentation
      北海道大学, 工学部
    • Year and Date
      2007-09-17
    • Related Report
      2007 Annual Research Report
  • [Presentation] Fully implicit stochastic Runge-Kutta methods for stochastic differential equations with a scalar Wiener process2007

    • Author(s)
      小守良雄
    • Organizer
      International Conference on Scientific Computational and Differential Equations 2007
    • Place of Presentation
      Le Palais du Grand Large
    • Year and Date
      2007-07-12
    • Related Report
      2010 Final Research Report
  • [Presentation] Fully implicit stochastic Runge-Kutta methods for stochastic differential equations with a scalar Wiener process2007

    • Author(s)
      Yoshio Komori
    • Organizer
      International Conference on Scientific Computational and Differential Equations 2007
    • Place of Presentation
      Le Palais du Grand Large, Saint-Malo, France
    • Year and Date
      2007-07-12
    • Related Report
      2009 Self-evaluation Report 2007 Annual Research Report
  • [Remarks]

    • URL

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

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

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

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

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

    • Related Report
      2009 Self-evaluation Report
  • [Remarks]

    • URL

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

    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

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

    • Related Report
      2008 Annual Research Report
  • [Remarks]

    • URL

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

    • Related Report
      2007 Annual Research Report

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Published: 2007-04-01   Modified: 2016-04-21  

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