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Study of accurate numerical methods and verified computation relating to stochastic differential equations

Research Project

Project/Area Number 24760064
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Engineering fundamentals
Research InstitutionMusashino University (2015)
Future University-Hakodate (2012-2014)

Principal Investigator

TANAKA Kenichiro  武蔵野大学, 工学部, 准教授 (70610640)

Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
KeywordsLevy過程 / Kolmogorovの方程式 / 不等間隔FFT / Fractional FFT / Sinc-Gauss関数近似公式 / 分布関数 / Fourier変換 / Kolmogorvの前進方程式 / Sinc-Gaussサンプリング公式 / Kolmogorovの前進方程式 / 二重指数関数型(DE)公式 / DE-Sinc法 / Kolmogorovの前進/後退方程式
Outline of Final Research Achievements

In this study, we proposed a numerical method for Kolmogorov's equations of Levy processes, which are popular stochastic processes. For this purpose, we designed numerical algorithms based on Fourier transform. More precisely, we accelerate the computation by the double exponential formula for Fourier transform using non-uniform FFT, proposed a numerical integration formula based on the Sinc-Gauss approximation formula, etc. By the proposed method, we succeeded in obtaining accurate numerical solutions of the Kolmogorov's equations in the time with the same order as that of FFT.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (23 results)

All 2015 2014 2013 2012

All Journal Article (10 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 10 results,  Acknowledgement Compliant: 2 results) Presentation (13 results) (of which Int'l Joint Research: 1 results,  Invited: 2 results)

  • [Journal Article] A fast and accurate numerical method for the symmetric Levy processes based on the Fourier transform and sinc-Gauss sampling formula2015

    • Author(s)
      Ken'ichiro Tanaka
    • Journal Title

      IMA Journal of Numerical Analysis

      Volume: (published online) Issue: 3 Pages: 1362-1388

    • DOI

      10.1093/imanum/drv038

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Discretizing Distributions with Exact Moments: Error Estimate and Convergence Analysis2015

    • Author(s)
      Ken'ichiro Tanaka, Alexis Akira Toda
    • Journal Title

      SIAM Journal on Numerical Analysis

      Volume: 53 Issue: 5 Pages: 2158-2177

    • DOI

      10.1137/140971269

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A new method of convergence acceleration of series expansion for analytic functions in the complex domain2015

    • Author(s)
      Sunao Murashige, Ken'ichiro Tanaka
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 32 Issue: 1 Pages: 95-117

    • DOI

      10.1007/s13160-014-0159-z

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Convergence rates and explicit error bounds of Hill's method for spectra of self-Adjoint differential operators2014

    • Author(s)
      Ken'ichiro Tanaka, Sunao Murashige
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 31 Issue: 1 Pages: 25-56

    • DOI

      10.1007/s13160-013-0125-1

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Error control of a numerical formula for the Fourier transform by Ooura's continuous Euler transform and fractional FFT2014

    • Author(s)
      Ken'ichiro Tanaka
    • Journal Title

      Journal of Computational and Applied Mathematics

      Volume: 266 Pages: 73-86

    • DOI

      10.1016/j.cam.2014.01.006

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A new method for fast computation of cumulative distribution functions by fractional FFT2013

    • Author(s)
      Ken'ichiro Tanaka
    • Journal Title

      JSIAM Letters

      Volume: 5 Issue: 0 Pages: 57-60

    • DOI

      10.14495/jsiaml.5.57

    • NAID

      130003371124

    • ISSN
      1883-0609, 1883-0617
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] DE-Sinc methods have almost the same convergence property as SE-Sinc methods even for a family of functions fitting the SE-Sinc methods. Part I: Definite integration and function approximation2013

    • Author(s)
      Tomoaki Okayama
    • Journal Title

      Numerische Mathematik

      Volume: in press Issue: 3 Pages: 511-543

    • DOI

      10.1007/s00211-013-0540-x

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] DE-Sinc methods have almost the same convergence property as SE-Sinc methods even for a family of functions fitting the SE-Sinc methods. Part II: Indefinite integration2013

    • Author(s)
      Ken'ichiro Tanaka
    • Journal Title

      Numerische Mathematik

      Volume: in press Issue: 3 Pages: 545-568

    • DOI

      10.1007/s00211-013-0541-9

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Discrete approximations of continuous distributions by maximum entropy2013

    • Author(s)
      Ken'ichiro Tanaka, Alexis Akira Toda:
    • Journal Title

      Economics Letters

      Volume: 118 Issue: 3 Pages: 445-450

    • DOI

      10.1016/j.econlet.2012.12.020

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Sinc method for an eigenvalue problem of a differential operator with periodic coefficients and its comparison with Hill's method2013

    • Author(s)
      Ken'ichiro Tanaka:
    • Journal Title

      Proceedings of 10th International Conference on Information Technology: New Generations (ITNG 2013)

      Volume: - Pages: 179-185

    • DOI

      10.1109/itng.2013.31

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] A fast and accurate numerical method for the symmetric Levy processes based on the Fourier transform and sinc-Gauss sampling formula2015

    • Author(s)
      Ken'ichiro Tanaka
    • Organizer
      The 8th International Congress on Industrial and Applied Mathematics (ICIAM 2015)
    • Place of Presentation
      中国,北京
    • Year and Date
      2015-08-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 対称Levy過程に対する高速高精度数値計算法2014

    • Author(s)
      田中健一郎
    • Organizer
      2014年度 応用数学合同研究集会
    • Place of Presentation
      龍谷大学 瀬田キャンパス(滋賀県大津市)
    • Year and Date
      2014-12-18
    • Related Report
      2014 Research-status Report
  • [Presentation] Sinc-Gaussサンプリング公式とFFTを用いた高速数値不定積分2014

    • Author(s)
      田中健一郎
    • Organizer
      第43回数値解析シンポジウム
    • Place of Presentation
      ホテル日航八重山(沖縄県石垣市)
    • Year and Date
      2014-06-12
    • Related Report
      2014 Research-status Report
  • [Presentation] Fokker-Planck方程式に対するモーメント調整による陽的差分法2014

    • Author(s)
      田中健一郎
    • Organizer
      電気通信大学 情報数理工学セミナー
    • Place of Presentation
      電気通信大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Sinc-Gauss サンプリング公式を用いた高速グリッディングとその応用2014

    • Author(s)
      田中健一郎
    • Organizer
      日本応用数理学会2014年度研究部会連合発表会
    • Place of Presentation
      京都大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Fourier変換に対する高精度数値計算公式の誤差制御2013

    • Author(s)
      田中健一郎
    • Organizer
      第42回数値解析シンポジウ ム
    • Place of Presentation
      松山 道後館
    • Related Report
      2013 Research-status Report
  • [Presentation] SE-Sinc法が有効な関数族に対するDE-Sinc法の収束性について2013

    • Author(s)
      岡山友昭,田中健一郎
    • Organizer
      日本応 用数理学会2013年度年会
    • Place of Presentation
      福岡 アクロス福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] Fourier変換の高精度計算公式の誤差制御とその放物型方程式への応用2013

    • Author(s)
      田中健一郎
    • Organizer
      日本応用数理学会2013年度年会
    • Place of Presentation
      福岡 アクロス福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] Error estimate and convergence analysis of momentpreserving discrete approximations of continuous distributions2013

    • Author(s)
      Ken’ichiro Tanaka, Alexis Akira Toda
    • Organizer
      MaxEnt2013 (33rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering)
    • Place of Presentation
      Pavilion on Northbourne, Canberra, Australia
    • Related Report
      2013 Research-status Report
  • [Presentation] FFTを用いた実軸全体における分布関数の高速高精度計算2013

    • Author(s)
      田中健一郎
    • Organizer
      日本応用数理学会 2012年度 連合発表会
    • Place of Presentation
      東洋大学 白山キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] A Sinc method for an eigenvalue problem of a differential operator with periodic coefficients and its comparison with Hill's method2013

    • Author(s)
      Ken'ichiro Tanaka:
    • Organizer
      10th International Conference on Information Technology: New Generations (ITNG 2013)
    • Place of Presentation
      Flamingo Las Vegas (Las Vegas)
    • Related Report
      2012 Research-status Report
  • [Presentation] Fourier変換に基づいた分布関数の数値計算2012

    • Author(s)
      田中健一郎
    • 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] 周期的な係数関数を持つ微分作用素の固有値問題に対するSinc数値計算法2012

    • Author(s)
      田中健一郎
    • Organizer
      一橋大学 経済研究所 第12回 数理科学セミナー
    • Place of Presentation
      一橋大学 国立キャンパス
    • Related Report
      2012 Research-status Report
    • Invited

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Published: 2013-05-31   Modified: 2019-07-29  

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