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Research on fast and accurate verified numerical computations for large-scale systems of linear equations

Research Project

Project/Area Number 19700013
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Fundamental theory of informatics
Research InstitutionTokyo Woman's Christian University (2008-2010)
Waseda University (2007)

Principal Investigator

OGITA Takeshi  Tokyo Woman's Christian University, 現代教養学部, 准教授 (00339615)

Project Period (FY) 2007 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥3,630,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥630,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2008: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2007: ¥900,000 (Direct Cost: ¥900,000)
Keywords情報数理 / 数値線形代数 / 数値計算 / 精度保証 / 高精度計算 / 精度保証付き数値計算
Research Abstract

Solving systems of linear equations on computers is ubiquitous in scientific computing. Since numerical computations involve rounding errors, approximate solutions of the systems are obtained. Therefore, it is important to evaluate how accurate the approximate solutions are. In this research, methods of evaluating the accuracy of approximate solutions of large-scale systems of linear equations have been developed with introducing fast and accurate algorithms for calculating dot products, even if the solving problems are ill-conditioned.

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

    (72 results)

All 2010 2009 2008 2007 Other

All Journal Article (23 results) (of which Peer Reviewed: 19 results) Presentation (45 results) Remarks (4 results)

  • [Journal Article] Accurate Matrix Factorization: Inverse LU and Inverse QR Factorizations2010

    • Author(s)
      T.Ogita
    • Journal Title

      SIAM Journal on Matrix Analysis and Applications 31

      Pages: 2477-2497

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fast Verification for All Eigenpairs in Symmetric Positive Definite Generalized Eigenvalue Problem2010

    • Author(s)
      S.Miyajima, T.Ogita, S.M.Rump, S.Oishi
    • Journal Title

      Reliable Computing

      Volume: 14 Pages: 24-45

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Accurate Matrix Factorization : Inverse LU and Inverse QR Factorizations2010

    • Author(s)
      T.Ogita
    • Journal Title

      SIAM Journal on Matrix Analysis and Applications

      Volume: 31 Pages: 2477-2497

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fast High Precision Summation2010

    • Author(s)
      S.M.Rump, T.Ogita, S.Oishi
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 1 Pages: 2-24

    • NAID

      130000908368

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Fast Verified Automatic Integration Algorithm Using Double Exponential Formula2010

    • Author(s)
      N.Yamanaka, T.Okayama, S.Oishi, T.Ogita
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 1 Pages: 119-132

    • NAID

      130000908377

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fast Verified Solutions of Linear Systems2009

    • Author(s)
      T.Ogita, S.Oishi
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics 26

      Pages: 169-190

    • NAID

      10028168887

    • Related Report
      2010 Final Research Report 2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Tight Enclosures of Solutions of Linear Systems2009

    • Author(s)
      T.Ogita, S.Oishi
    • Journal Title

      International Series of Numerical Mathematics 157

      Pages: 167-178

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fast Verified Solutions of Linear Systems2009

    • Author(s)
      T. Ogita, S. Oishi
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics 26:2

      Pages: 169-190

    • NAID

      10028168887

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Iterative Refinement for Ill-conditioned Linear Systems2009

    • Author(s)
      S. Oishi, T. Ogita, S.M. Rump
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics 26:2

      Pages: 465-476

    • NAID

      10028169325

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Tight Enclosures of Solutions of Linear Systems2009

    • Author(s)
      T. Ogita, S. Oishi
    • Journal Title

      International Series of Numerical Mathematics 157

      Pages: 167-178

    • Related Report
      2009 Self-evaluation Report 2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Iterative Refinement for Ill-conditioned Linear Systems2009

    • Author(s)
      S.Oishi, T.Ogita, S.M.Rump
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics 26

      Pages: 465-476

    • NAID

      10028169325

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Accurate and Robust Inverse Cholesky Factorization2009

    • Author(s)
      T.Ogita, S.Oishi
    • Journal Title

      Proceedings of 2009 International Symposium on Nonlinear Theory and its Applications

      Pages: 155-158

    • NAID

      130002139440

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Accurate Floating-Point Summation Part II : Sign, K-fold Faithful and Rounding to Nearest2008

    • Author(s)
      S.M.Rump, T.Ogita, S.Oishi
    • Journal Title

      SIAM Journal on Scientific Computing 31

      Pages: 1269-1302

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Accurate Floating-Point Summation Part I : Faithful Rounding2008

    • Author(s)
      S.M.Rump, T.Ogita, S.Oishi
    • Journal Title

      SIAM Journal on Scientific Computing 31

      Pages: 189-224

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Accurate Floating-Point Summation Part II: Sign, K-fold Faithful and Rounding to Nearest2008

    • Author(s)
      S.M. Rump, T. Ogita, S. Oishi
    • Journal Title

      SIAM Journal on Scientific Computing 31:2

      Pages: 1269-1302

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Accurate Floating-Point Summation Part I: Faithful Rounding2008

    • Author(s)
      S.M. Rump, T. Ogita, S. Oishi
    • Journal Title

      SIAM Journal on Scientific Computing 31:1

      Pages: 189-224

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Accurate Floating-Point Summation Part II : Sign, K-fold Faithful and Rounding to Nearest2008

    • Author(s)
      S.M. Rump, T. Ogita, S. Oishi
    • Journal Title

      SIAM Journal on Scientific Computing 21

      Pages: 1269-1302

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Accurate Floating-Point Summation Part I : Faithful Rounding2008

    • Author(s)
      S.M. Rump, T. Ogita, S. Oishi
    • Journal Title

      SIAM Journal on Scientific Computing 31

      Pages: 189-224

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Parallel Algorithm for Accurate Dot Product2008

    • Author(s)
      N. Yamanaka, T. Ogita, S.M. Rump, S. Oishi
    • Journal Title

      Parallel Computing 34

      Pages: 392-410

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Convergence of Rump's Method for Inverting Arbitrarily III-conditioned Matrices2007

    • Author(s)
      S. Oishi, K. Tanabe, T. Ogita, S.M. Rump
    • Journal Title

      Journal of Computational and Applied Mathematics 205

      Pages: 533-544

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 精度保証付き数値計算とシミュレーション2007

    • Author(s)
      荻田 武史, 大石 進一
    • Journal Title

      分子シミュレーション研究会会誌「アンサンブル」 9

      Pages: 11-16

    • Related Report
      2007 Annual Research Report
  • [Journal Article] 数値シミュレーションを支える精度保証技術2007

    • Author(s)
      大石 進一, 荻田 武史
    • Journal Title

      情報処理 48

      Pages: 1103-1110

    • Related Report
      2007 Annual Research Report
  • [Journal Article] 行列式の高速な精度保証付き数値計算法2007

    • Author(s)
      荻田 武史, 尾崎 克久, 大石 進一
    • Journal Title

      京大数理解析研究所講究録 1573

      Pages: 45-52

    • Related Report
      2007 Annual Research Report
  • [Presentation] 数値線形代数における精度保証付き数値計算法の現状2010

    • Author(s)
      荻田武史
    • Organizer
      第8回ASE研究会
    • Place of Presentation
      東京大学 情報基盤センター
    • Year and Date
      2010-12-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] Accurate Singular Value Decomposition for Ill-conditioned Matrices2010

    • Author(s)
      T.Ogita
    • Organizer
      14th GAMM-IMACS International Symposium on Scientific Computing, Computer Arithmetic and Validated Numerics
    • Place of Presentation
      ENS de Lyon, France
    • Year and Date
      2010-09-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] Accurate Singular Value Decomposition2010

    • Author(s)
      T.Ogita
    • Organizer
      2010 International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Krakow, Poland
    • Year and Date
      2010-09-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] Robust algorithms for singular values and eigenvalues2010

    • Author(s)
      T.Ogita
    • Organizer
      Czech-Japanese Seminar in Applied Mathematics
    • Place of Presentation
      Telc, Czech Republic
    • Year and Date
      2010-09-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] Accurate Singular Value Decomposition and Eigenvalue Decomposition2010

    • Author(s)
      T.Ogita
    • Organizer
      The Sixth East Asia SIAM Conference
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2010-06-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] 高精度なスパースCholesky分解2010

    • Author(s)
      荻田武史
    • Organizer
      第29回日本シミュレーション学会大会
    • Place of Presentation
      山形大学工学部キャンパス
    • Year and Date
      2010-06-19
    • Related Report
      2010 Annual Research Report
  • [Presentation] 高精度な固有値分解アルゴリズム2010

    • Author(s)
      荻田武史
    • Organizer
      第15回計算工学講演会
    • Place of Presentation
      九州大学医学部百年講堂
    • Year and Date
      2010-05-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] エラーフリー変換とロバストな行列分解2010

    • Author(s)
      荻田武史
    • Organizer
      日本数学会年会,応用数学分科会(特別講演)
    • Place of Presentation
      慶応義塾大学
    • Year and Date
      2010-03-25
    • Related Report
      2010 Final Research Report
  • [Presentation] (特別講演)エラーフリー変換とロバストな行列分解2010

    • Author(s)
      荻田武史
    • Organizer
      日本数学会年会
    • Place of Presentation
      慶応義塾大学
    • Year and Date
      2010-03-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] (招待講演)精度保証付き数値計算とロバストアルゴリズム2010

    • Author(s)
      荻田武史
    • Organizer
      天体力学N体力学研究会
    • Place of Presentation
      千葉大学
    • Year and Date
      2010-03-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] Robust Matrix Factorizations2010

    • Author(s)
      T.Ogita
    • Organizer
      2010 International Workshop on Numerical Verification and its Applications
    • Place of Presentation
      Hotel Lido Azzurro "Annex"八丈島
    • Year and Date
      2010-03-12
    • Related Report
      2009 Annual Research Report
  • [Presentation] Exact Determinant of Integer Matrices2010

    • Author(s)
      T.Ogita
    • Organizer
      4th International Workshop on Reliable Engineering Computing (REC2010)
    • Place of Presentation
      Hotel "Furama Riverfront" Singapore
    • Year and Date
      2010-03-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] 日本数学会年会, 応用数学分科会2010

    • Author(s)
      荻田武史
    • Organizer
      日本数学会年会
    • Place of Presentation
      慶応義塾大学
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] (Invited Seminar) Robust and Accurate Matrix Factorizations2009

    • Author(s)
      T.Ogita
    • Organizer
      Dagstuhl Seminar 09471 : Computer-assisted Proofs -Tools, Methods and Applications
    • Place of Presentation
      Dagstuhl, Germany
    • Year and Date
      2009-11-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] Accurate and Robust Inverse Cholesky Factorization2009

    • Author(s)
      T.Ogita, S.Oishi
    • Organizer
      2009 International Symposium on Nonlinear Theory and its Applications (NOLTA2009)
    • Place of Presentation
      イギリス札幌ホテル札幌
    • Year and Date
      2009-10-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] 悪条件行列の高精度な特異値分解アルゴリズム2009

    • Author(s)
      荻田武史
    • 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] Robust Computation of Determinant2009

    • Author(s)
      T.Ogita
    • Organizer
      7th International Conference of Numerical Analysis and Applied Mathematics (ICNAAM2009)
    • Place of Presentation
      ホテルアクィラレティムノCrete, Greece
    • Year and Date
      2009-09-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] ロバストな行列分解アルゴリズムとその応用2009

    • Author(s)
      荻田武史
    • Organizer
      2009年並列/分散/協調処理に関する「仙台」サマー・ワークショップ(SWoPP仙台2009)(招待講演)
    • Place of Presentation
      仙台
    • Year and Date
      2009-08-06
    • Related Report
      2010 Final Research Report
  • [Presentation] (招待講演)ロバストな行列分解アルゴリズムとその応用2009

    • Author(s)
      荻田武史
    • Organizer
      2009年並列/分散/協調処理に関する「仙台」サマー・ワークショップ(SWoPP仙台2009)
    • Place of Presentation
      フォレスト仙台
    • Year and Date
      2009-08-06
    • Related Report
      2009 Annual Research Report
  • [Presentation] 線形問題の精度保証付き高精度数値計算法2009

    • Author(s)
      荻田武史
    • Organizer
      デジタル解析学セミナー
    • Place of Presentation
      早稲田大学
    • Year and Date
      2009-07-22
    • Related Report
      2009 Annual Research Report
  • [Presentation] Accurate and Verified Computation of Matrix Determinant2009

    • Author(s)
      T.Ogita
    • Organizer
      The 24th International Technical Conference on Circuits/Systems, Computers and Communications
    • Place of Presentation
      Jeju KAL Hotel Jeju Island, Korea
    • Year and Date
      2009-07-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] Accurate Inverse Cholesky Factorization2009

    • Author(s)
      T.Ogita, S.Oishi
    • Organizer
      The 5th East Asia SIAM Conference
    • Place of Presentation
      UniversitiBrunei Darussalam
    • Year and Date
      2009-06-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] (招待講演)高精度な行列分解アルゴリズムとその応用2009

    • Author(s)
      荻田武史
    • Organizer
      研究会「アルゴリズムによる計算科学の融合と発展」
    • Place of Presentation
      筑波大学
    • Year and Date
      2009-04-23
    • Related Report
      2009 Annual Research Report
  • [Presentation] Accurate Matrix Factorization and Applications2009

    • Author(s)
      T. Ogita
    • Organizer
      2009 International Workshop on Numerical Verification and its Applications
    • Place of Presentation
      Miyako Island, Japan
    • Year and Date
      2009-03-23
    • Related Report
      2008 Annual Research Report
  • [Presentation] 高精度な行列分解とその応用2009

    • Author(s)
      荻田,武史
    • Organizer
      日本応用数理学会研究部会連合発表会
    • Place of Presentation
      京都大学
    • Year and Date
      2009-03-08
    • Related Report
      2008 Annual Research Report
  • [Presentation] Fast Quasi-Quadruple Precision Computation of Sparse Matrix-Vector Product2009

    • Author(s)
      T. Ogita, S. M. Rump S. Oishi
    • Organizer
      International Conference on High Performance Scientific Computing
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2009-03-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] 浮動小数点演算のerror-free変換とその応用2009

    • Author(s)
      荻田武史
    • Organizer
      多倍長精度計算フォーラム
    • Place of Presentation
      工学院大学
    • Year and Date
      2009-02-24
    • Related Report
      2008 Annual Research Report
  • [Presentation] Robust and Accurate Matrix Factorizations, Dagstuhl Seminar 09471 : Computer-assisted Proofs - Tools2009

    • Author(s)
      T.Ogita
    • Organizer
      Methods and Applications(Invited Seminar)
    • Place of Presentation
      Dagstuhl, Germany
    • Related Report
      2010 Final Research Report
  • [Presentation] (Invited Seminar) Robust and Accurate Matrix Factorizations, Dagstuhl Seminar 094712009

    • Author(s)
      T. Ogita
    • Organizer
      Computer-assisted Proofs - Tools, Methods and Applications, Dagstuhl
    • Place of Presentation
      Germany
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] ロバストな行列分解アルゴリズムとその応用2009

    • Author(s)
      荻田武史
    • Organizer
      2009年並列/分散/協調処理に関する「仙台」サマー・ワークショップ
    • Place of Presentation
      仙台
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] 高精度な行列分解アルゴリズムとその応用2009

    • Author(s)
      荻田武史
    • Organizer
      研究会「アルゴリズムによる計算科学の融合と発展」
    • Place of Presentation
      筑波大学
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] High Precision and Efficient Computation of Sparse Matrix-Vector Product2008

    • Author(s)
      T. Ogita, S. M. Rump, S. Oishi
    • Organizer
      The NIMS 2008 Conference & The 4th East Asia SIAM Conference
    • Place of Presentation
      Daejeon, Korea
    • Year and Date
      2008-10-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] Verified Numerical Computation of Matrix Determinant2008

    • Author(s)
      T. Ogita
    • Organizer
      13th GAMM-IMACS International Symposium on Scientific Computing, Computer Arithmetic and Verified Numerical Computations
    • Place of Presentation
      El Paso, Texas, USA
    • Year and Date
      2008-09-29
    • Related Report
      2008 Annual Research Report
  • [Presentation] 高精度な疎行列ベクトル積の高速計算2008

    • Author(s)
      荻田武史, S.M.Rump, 大石進一
    • Organizer
      日本応用数理学会2008年度年会
    • Place of Presentation
      東京大学柏キャンパス
    • Year and Date
      2008-09-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] Some Methods to Compute Verified Matrix Determinants2008

    • Author(s)
      T. Ogita, S. M. Rump, S. Oishi
    • Organizer
      2008 International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Budapest, Republic of Hungary
    • Year and Date
      2008-09-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] 行列式の精度保証付き数値計算法2008

    • Author(s)
      荻田武史, S.M. Rump, 大石進一
    • Organizer
      第27回日本シミュレーション学会大会
    • Place of Presentation
      立命館大学びわこくさつキャンパス
    • Year and Date
      2008-06-19
    • Related Report
      2008 Annual Research Report
  • [Presentation] Fast and High Precision Algorithm for Sparse Matrix-Vectror Product2008

    • Author(s)
      T.Ogita, S. M. Rump. S. Oishi
    • Organizer
      2008 International Workshop on Numerical Verification and its Applications
    • Place of Presentation
      Okinawa
    • Related Report
      2007 Annual Research Report
  • [Presentation] 疎行列とベクトルの高速・高精度な乗算について2008

    • Author(s)
      荻田 武史, S. M. Rump, 大石 進一
    • Organizer
      日本応用数理学会研究部会連合発表会
    • Place of Presentation
      首都大学東京
    • Related Report
      2007 Annual Research Report
  • [Presentation] 行列式の高速精度保証法2007

    • Author(s)
      荻田 武史, 尾崎 克久, 大石 進一
    • Organizer
      第26回 日本シミュレーション学会大会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2007-06-22
    • Related Report
      2007 Annual Research Report
  • [Presentation] (Invited Conference) Lower and Upper Error Bounds of Approximate Solutions of Linear Systems2007

    • Author(s)
      T. Ogita, S. Oishi
    • Organizer
      Conference on Inequalities and Applications '07
    • Place of Presentation
      Noszvaj, Republic of Hungary
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] Fast and Accurate Floating-Point Summation2007

    • Author(s)
      T. Ogita, S.M. Rump, S. Oishi
    • Organizer
      6th International Congress on Industrial and Applied Mathematics (ICIAM07)
    • Place of Presentation
      Zurich
    • Related Report
      2007 Annual Research Report
  • [Presentation] Lower and Upper Error Bounds of Approximate Solutions of Linear Systems2007

    • Author(s)
      T. Ogita, S. Oishi
    • Organizer
      Conference on Inequalities and Applications '07
    • Place of Presentation
      Noszvai, Hungary
    • Related Report
      2007 Annual Research Report
  • [Presentation] Tight Error Bounds for Approximate Solutions of Linear Systems2007

    • Author(s)
      T. Ogita, S. Oishi
    • Organizer
      2007 International Symposium on Nonlinear Theory and its Applications (NOLTA2007)
    • Place of Presentation
      Vancouver
    • Related Report
      2007 Annual Research Report
  • [Presentation] Verification of Positive Definiteness for Large Sparse Matrix2007

    • Author(s)
      T. Ogita, S. M. Rump, S. Oishi
    • Organizer
      The 3rd East Asia SIAM Conference
    • Place of Presentation
      Xiamen, China
    • Related Report
      2007 Annual Research Report
  • [Presentation] 大規模疎行列の正定値性の精度保証2007

    • Author(s)
      荻田武史, S. M. Rump, 大石 進一
    • Organizer
      研究集会「計算科学の基盤技術としての高速アルゴリズムとその周辺」
    • Place of Presentation
      京大数理解析研
    • Related Report
      2007 Annual Research Report
  • [Remarks] ホームページ

    • URL

      http://www.twcu.ac.jp/dept_grad/teacherlist/takeshi-ogita.html

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://office.twcu.ac.jp/dept_grad/teacherlist/takeshi-ogita.html

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.math.twcu.ac.jp/~ogita/math/math.htm

    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://office.twcu.ac.jp/dept_grad/teacherlist/takeshi-ogita.html

    • Related Report
      2008 Annual Research Report

URL: 

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

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