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Applications of the theory of reproducing kernels to the Tikhonov regularization

Research Project

Project/Area Number 21540111
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 InstitutionGunma University

Principal Investigator

SAITOH Saburou  群馬大学, 名誉教授 (10110397)

Co-Investigator(Kenkyū-buntansha) MATSUURA Tsutomu  群馬大学, 大学院・工学研究科, 准教授 (80181692)
WATANABE Syuuji  群馬大学, 大学院・工学研究科, 教授 (90222405)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords再生核 / チホノフ正則化法 / 逆問題 / アルゴリズム / 数値解析 / 近似解積分方程式 / 微分方程式 / 積分方程式 / 行 / 近似解 / チコノフ正則化法 / 一般化逆 / 有界線形作用素 / 近似法 / 離散化 / 離散微分方程式 / 特異積分方程式 / 境界値問題
Research Abstract

We obtained the concept of discrete differential equations and derived various concrete results. For a finite number of input data, we obtain a new concept that we can give natural input data as other input data. We introduced the new definition of general fractional functions and their representations, and methods how to calculate them practically, by computers. We gave the approximate solutions of integral equations with convolution type kernels and with Toeplitz and Hankel kernels. New convolutions and related convolution norm inequalities were derived. We wrote a new research book manuscript with 314 pages.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (41 results)

All 2012 2011 2010 2009

All Journal Article (19 results) (of which Peer Reviewed: 19 results) Presentation (12 results) Book (7 results) Patent(Industrial Property Rights) (3 results) (of which Overseas: 3 results)

  • [Journal Article] Natural outputs and global inputs of linear systems with a finite number of input data2012

    • Author(s)
      L.P. Castro, Saitoh, S.
    • Journal Title

      Applicable Analysis

      Volume: 91 Pages: 225-236

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] General Inhomogeneous Discrete Linear Partial Differential Equations with Constant Coefficients on the Whole Spaces2012

    • Author(s)
      L.P. Castro, Saitoh, S., Y. Sawano, A.M. Simoes
    • Journal Title

      Complex. Anal. Oper. Theory

      Volume: 6 Pages: 307-324

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] General Inhomogeneous Discrete Linear Partial Differential Equations with Constant Coefficients on the Whole Spaces2012

    • Author(s)
      L.P.Castro
    • Journal Title

      Complex.Anal.Oper.Theory

      Volume: 6 Pages: 307-324

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interpolation and sampling2011

    • Author(s)
      Butzer, P. L., Ferreira, P. J. S. G., Higgins, J. R., Saitoh, S., Schmeisser, G., Stens, R. L. E. T. Whittaker, K. Ogura and their followers
    • Journal Title

      Fourier Anal. Appl.

      Volume: 17no.2 Pages: 320-354

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interpolation and sampling : E.T.Whittaker, K.Ogura and their followers2011

    • Author(s)
      P.L.Butzer
    • Journal Title

      J.Fourier Anal.Appl.

      Volume: 17 Issue: 2 Pages: 320-354

    • DOI

      10.1007/s00041-010-9131-8

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Refined generalizations of the triangle inequality on Banach spaces2010

    • Author(s)
      Takahasi, Sin-Ei, Rassias, John M., Saitoh, S., Takahashi, Yasuji
    • Journal Title

      Math. Inequal. Appl.

      Volume: 13no.4 Pages: 733-741

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Source inversion of heat conduction from a finite number of observation data2010

    • Author(s)
      Castro, L. P., Chen, Q., Saitoh, S.
    • Journal Title

      Appl.Anal

      Volume: 89no.6 Pages: 801-813

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Singular integral inequalities and natural regularizations2010

    • Author(s)
      Sawano, Yoshihiro, Yamada, Masato, Saitoh, S.
    • Journal Title

      Math. Inequal. Appl.

      Volume: 13no.2 Pages: 289-303

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Refined generalizations of the triangle inequality on Banach spaces2010

    • Author(s)
      Takahasi, Sin-Ei
    • Journal Title

      Math. Inequal. Appl.

      Volume: 13 Pages: 733-741

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Source inversion of heat conduction from a finite number of observation data2010

    • Author(s)
      Castro, L.P.
    • Journal Title

      Applicable Analysis

      Volume: 89 Pages: 801-813

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Singular integral inequalities and natural regularizations2010

    • Author(s)
      Sawano, Yoshihiro
    • Journal Title

      Math. Inequal. Appl.

      Volume: 13 Pages: 289-303

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Inversion from different kinds of information and real inversion formulas of the Laplace transform from a finite number of data2010

    • Author(s)
      L.P.Castro
    • Journal Title

      MATHEMATICS IN ENGINEERING, SCIENCE AND AEROSPACE

      Volume: 1 Pages: 105-116

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Theory of Reproducing Kernels : Applications to Approximate Solutions of Bounded Linear Operator Functions on Hilbert Spaces2010

    • Author(s)
      S.Saitoh
    • Journal Title

      AMS Translations, Series 2

      Volume: 230 Pages: 107-134

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A numerical construction of a natural inverse of any matrix by using the theory of reproducing kernels with the Tikhonov regularization2010

    • Author(s)
      K.Iwamura
    • Journal Title

      Far East J. Math. Edu.

      Volume: 4 Pages: 141-149

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Integral and Direct representations of nonlinear inverse mapping2010

    • Author(s)
      Tsutomu Matsuura
    • Journal Title

      Applied Mechanics and Materials

      Volume: 36 Pages: 476-484

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Normal solutions of linear ordinary differential equations of the second order.2009

    • Author(s)
      Uchida Keitaroh, Kumahara Keisaku, Saitoh S.
    • Journal Title

      Int. J. Appl

      Volume: 22no.6 Pages: 981-996

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Numerical solutions of two non-linear simultaneous equations2009

    • Author(s)
      Yamada, Masato, Saitoh, S.
    • Journal Title

      Appl. Anal

      Volume: 88no.2 Pages: 151-160

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Normal solutions of linear ordinary differential equations of the second order2009

    • Author(s)
      Keitaroh Uchida
    • Journal Title

      Int.J.Appl.Math 22

      Pages: 981-996

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Numerical solutions of two non-linear simultaneous equations2009

    • Author(s)
      M.Yamada
    • Journal Title

      Appl.Anal. 88

      Pages: 151-160

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Applications of the theory of reproducing kernels to convolutions and integral equations2011

    • Author(s)
      Saitoh, S.
    • Organizer
      IWOTA、 Sevilla 2011
    • Place of Presentation
      Universidad de Sevilla (スペイン)
    • Year and Date
      2011-07-08
    • Related Report
      2011 Final Research Report
  • [Presentation] Applications of the theory of reproducing kernels to convolutions and in tegral equations2011

    • Author(s)
      S.Saitoh
    • Organizer
      IWOTA Sevilla 2011
    • Place of Presentation
      Universidad de Sevilla (Spain)
    • Year and Date
      2011-07-08
    • Related Report
      2011 Annual Research Report
  • [Presentation] Fundamental error estimate inequalitiea for the Tikhonov regularization using reproducing kernels2010

    • Author(s)
      S, Saitoh
    • Organizer
      The 19^<th> seminar on function spaces 2010
    • Place of Presentation
      Hokkaido University(Hokkaido)
    • Year and Date
      2010-12-24
    • Related Report
      2010 Annual Research Report
  • [Presentation] Fundamental error estimates inequalities for the Tikhonov regularization using reproducing kernels2010

    • Author(s)
      Saitoh, S.
    • Place of Presentation
      Hajduszoboszlo ( ハンガリー)
    • Year and Date
      2010-09-22
    • Related Report
      2011 Final Research Report
  • [Presentation] General inhomogeneous discrete linear partial differential equations with constant coefficients on the whole spaces.2010

    • Author(s)
      Y.Sawano
    • Organizer
      Japaneae Mathematical Society
    • Place of Presentation
      Nagoya University (Aichi)
    • Year and Date
      2010-09-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] Fundamental error estimates inequalities for the Tikhonov regularization using reproducing kernels.2010

    • Author(s)
      S, Saitoh
    • Organizer
      Conference on Inequalities and Applications 10
    • Place of Presentation
      Hajduszoboszlo(Hungary)
    • Year and Date
      2010-09-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] Constructions of the approximate solutions of singular integral equations by using the Tikhonov regularization and the theory of reproducing kernels2010

    • Author(s)
      Saitoh, S.
    • Organizer
      ICNPAA 2010 World Congress : 8th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences
    • Place of Presentation
      Sao Jose (ブラジル)
    • Year and Date
      2010-07-01
    • Related Report
      2011 Final Research Report
  • [Presentation] Conatructions of the approximate solutions of singular integral equations by using the Tikhonov regularization and the theory of reproducing kernels.2010

    • Author(s)
      S.Saitoh
    • Organizer
      ICNPAA 2010 World Congress : 8^<th> International Conference on Mathematical Problems in Engineering, Aerospace and Sciences
    • Place of Presentation
      Sao Jose (Brazil)
    • Year and Date
      2010-07-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] Heat conduction from a finite number of initial heat data2010

    • Author(s)
      S, Saitoh
    • Organizer
      Firat Annual Workshop of Functional Analysis and Applicatians Group, CIDMA
    • Place of Presentation
      University of Aveiro(Portugal)
    • Year and Date
      2010-05-05
    • Related Report
      2010 Annual Research Report
  • [Presentation] Analytical and numerical solutions of linear integral equations for bounded operators by using the theory of reproducing kernels.2010

    • Author(s)
      S, Saitoh
    • Organizer
      Advanced School on Integral Equations
    • Place of Presentation
      IST. (Lisbon)
    • Year and Date
      2010-04-07
    • Related Report
      2010 Annual Research Report
  • [Presentation] Explicit and direct representations of the solutions of non-linear simultaneous equations2009

    • Author(s)
      Saitoh, S.
    • Organizer
      ISAAC
    • Place of Presentation
      Imperial College London (イギリス )
    • Year and Date
      2009-07-16
    • Related Report
      2011 Final Research Report
  • [Presentation] Explicit and direct representations of the solutions of non-linear simultaneous equations2009

    • Author(s)
      S.Saitoh
    • Organizer
      ISAAC
    • Place of Presentation
      Imperial College London, UK
    • Year and Date
      2009-07-16
    • Related Report
      2009 Annual Research Report
  • [Book] Theory of reproducing kernels : applications to approximate solutions of bounded linear operator equations on Hilbert spaces2010

    • Author(s)
      Saitoh, S.
    • Related Report
      2011 Final Research Report
  • [Book] World Sci2010

    • Author(s)
      M. Yamada, Saitoh,S.
    • Publisher
      Hackensack, NJ
    • Related Report
      2011 Final Research Report
  • [Book] Progress in Analysis and its Applications, Proceedings of the 7^<th> International ISAAC Congress2010

    • Author(s)
      M.Yamada
    • Publisher
      World Scientific
    • Related Report
      2010 Annual Research Report
  • [Book] World Sci2009

    • Author(s)
      Yamada, M., Saitoh,S.
    • Publisher
      Hackensack, NJ
    • Related Report
      2011 Final Research Report
  • [Book] World Sci2009

    • Author(s)
      Fjiwara, H., Matsuura, T., Saitoh, S., Sawano, Y.
    • Publisher
      Hackensack
    • Related Report
      2011 Final Research Report
  • [Book] More Progresses In Analysis2009

    • Author(s)
      H.Itoh
    • Total Pages
      8
    • Publisher
      World Scientific
    • Related Report
      2009 Annual Research Report
  • [Book] More Progresses In Analysis2009

    • Author(s)
      T.Matsuura
    • Total Pages
      10
    • Publisher
      World Scientific
    • Related Report
      2009 Annual Research Report
  • [Patent(Industrial Property Rights)] 逆ラプラス変換プログラム、逆ラプラス変換のためのテーブル作成プログラム、逆ラプラス変換の数値解算出プログラム、および逆ラプラス変換装置2010

    • Inventor(s)
      齋藤三郎, 松浦勉(群馬大学), 藤原宏志(京都大学)
    • Industrial Property Rights Holder
      国立大学法人群馬大学,国立大法人京都大学
    • Filing Date
      2010-08-12
    • Related Report
      2011 Final Research Report
    • Overseas
  • [Patent(Industrial Property Rights)] 逆ラプラス変換プログラム、逆ラプラス変換のためのテーブル作成プログラム、逆ラプラス変換の数値解算出プログラム、および逆ラプラス変換装置2010

    • Inventor(s)
      齋藤三郎, 松浦勉(群馬大学), 藤原宏志(京都大学)
    • Industrial Property Rights Holder
      国立大学法人群馬大学,国立大法人京都大学
    • Filing Date
      2010-02-16
    • Related Report
      2011 Final Research Report
    • Overseas
  • [Patent(Industrial Property Rights)] 逆ラプラス変換プログラム、逆ラプラス変換のためのテーブル作成プログラム、逆ラプラス変換の数値解算出プログラム、および逆ラプラス変換装置2010

    • Inventor(s)
      齋藤三郎, 松浦勉(群馬大学), 藤原宏志(京都大学)
    • Industrial Property Rights Holder
      国立大学法人群馬大学,国立大法人京都大学
    • Filing Date
      2010-02-12
    • Related Report
      2011 Final Research Report
    • Overseas

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Published: 2009-04-01   Modified: 2016-04-21  

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