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2012 Fiscal Year Final Research Report

Research of hypergeometric functions with multi-variables via computer algebra

Research Project

  • PDF
Project/Area Number 22540179
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Basic analysis
Research InstitutionKanazawa University

Principal Investigator

OHARA Katsuyoshi  金沢大学, 数物科学系, 准教授 (00313635)

Project Period (FY) 2010 – 2012
Keywords複素解析 / 超幾何関数 / 数式処理
Research Abstract

In this research, we introduced formulas for some hypergeometric functions with multi-variables using by computer algebra. We found the Pfaffian differential system for the Fisher-Bingham integral and the Fisher integral. In order to apply formulas to Maximum Likelihood Estimation on statistics, we developed new symbolic-numerical method “Holonomic Gradient Descent” and solved concrete MLE problems. Moreover we implemented mathematical software.

  • Research Products

    (12 results)

All 2013 2012 2011 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (8 results) Remarks (1 results)

  • [Journal Article] Properties and applications of Fisher distribution on the rotation group2013

    • Author(s)
      T. Sei, H. Shibata, A. Takemura, K. Ohara and N. Takayam
    • Journal Title

      Journal of Multivariate Analysis

      Volume: 116 Pages: 440--455

    • DOI

      DOI:10.1016/j.jmva.2013.01.010

    • Peer Reviewed
  • [Journal Article] Droplet collision via the SPH method with surface tension2011

    • Author(s)
      P. H. Gunawan, S. Omata, K. Ohara and M. Kazama
    • Journal Title

      Gakuto Intern. Ser. Math. Sci. Appl

      Volume: 34 Pages: 151-156

    • Peer Reviewed
  • [Journal Article] Holonomic Gradient Descent and its Application to Fisher-Bingham Integral2011

    • Author(s)
      H. Nakayama, K. Nishiyama, M. Noro, K. Ohara, T. Sei, N. Takayama and A. Takemura
    • Journal Title

      Advances in Applied Mathematics

      Volume: 47 Pages: 639-658

    • DOI

      DOI:10.1016/j.aam.2011.03.001

    • Peer Reviewed
  • [Presentation] 行列の最小消去多項式とその候補の計算法2013

    • Author(s)
      小原功任,田島慎一
    • Organizer
      日本数学会2013年度年会(代数学分科会)
    • Place of Presentation
      京都大学(京都府)
    • Year and Date
      2013-03-21
  • [Presentation] 行列の一般固有空間の構造の決定について2013

    • Author(s)
      田島慎一,小原功任
    • Organizer
      日本数学会2013年度年会(代数学分科会)
    • Place of Presentation
      京都大学(京都府).
    • Year and Date
      2013-03-21
  • [Presentation] 行列の一般固有空間の構造の決定法2013

    • Author(s)
      小原功任,田島慎一
    • Organizer
      Risa/Asir Conference 2013
    • Place of Presentation
      神戸大学(兵庫県)
    • Year and Date
      2013-03-17
  • [Presentation] SO(3)上のFisher分布の最尤推定問題と行列変数の超幾何関数2012

    • Author(s)
      小原功任
    • Organizer
      琉球超幾何セミナー
    • Place of Presentation
      琉球大学(沖縄県)
    • Year and Date
      2012-11-21
  • [Presentation] SO(3)上のFisher積分の満たす微分方程式系とホロノミック勾配降下法による最尤推定2012

    • Author(s)
      清智也,竹村彰通,小原功任,高山信毅
    • Organizer
      日本数学会2012年度秋季総合分科会(函数方程式論分科会)
    • Place of Presentation
      九州大学(福岡県)
    • Year and Date
      2012-09-18
  • [Presentation] Risa/Asir行列スペクトル分解パッケージの開発2012

    • Author(s)
      小原功任,田島慎一
    • Organizer
      日本数式処理学会理論分科会&システム分科会合同研究会
    • Place of Presentation
      仙台青葉カルチャーセンター(宮城県)
    • Year and Date
      2012-01-22
  • [Presentation] 拡張行列ホーナー法と行列スペクトル分解の並列計算2011

    • Author(s)
      小原功任,田島慎一
    • Place of Presentation
      京都大学数理解析研究所(京都府)
    • Year and Date
      2011-12-08
  • [Presentation] 最小消去多項式を用いた行列スペクトル分解の並列算法2011

    • Author(s)
      小原功任,田島慎一
    • Organizer
      日本数学会2011年度秋季総合分科会(函数論分科会)
    • Place of Presentation
      信州大学(長野県)
    • Year and Date
      2011-09-30
  • [Remarks]

    • URL

      http://air.s.kanazawa-u.ac.jp/~ohara/index-j.html

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Published: 2014-08-29  

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