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Applications of reproducing kernels to the Tikhonov regularization

Research Project

Project/Area Number 24540113
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionGunma University

Principal Investigator

SAITOH Saburou  群馬大学, その他部局等, 名誉教授 (10110397)

Co-Investigator(Kenkyū-buntansha) MATSUURA Tutomu  群馬大学, 大学院理工学府, 准教授 (80181692)
WATANABE Syuuji  群馬大学, 大学院理工学府, 教授 (90222405)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords再生核 / 積分変換 / 数値解法 / 初値問題 / チコノフ正則化法 / 偏微分方程式 / 積分方程式 / ゼロ除算 / 離散化法 / 一般化分数 / 固有値関数 / 逆問題 / 特異点 / 一般逆 / ムーア・ペンローズ一般逆 / 計算機 / 離散化 / 線形方程式 / 近似解法
Outline of Final Research Achievements

We were able to establish the Aveiro discretization method that gives many numerical solutions of partial differential and integral equations by applying the theories of reproducing kernels and of Tikhonov regularization, and we published papers as applications. In particular, we got a general concept of representation of fractional functions and we found the division by zero as the typical case. We also succeeded in the numerical solutions for some convolution integral equations which involve non-linear equations.
Incidentally, we found a general theory among initial value problems in partial differential equations, reproducing kernels, eigenfunctions, integral transforms, and special function theory.
For the publication plan of a general theory of reproducing kernels, we complete a book manuscript with about 420 pages and we are discussing its publication with some publishers over about 2 years, however, at this moment we were not able to determine its publication, unfortunately.

Report

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

    (38 results)

All 2015 2014 2013 2012

All Journal Article (16 results) (of which Peer Reviewed: 16 results,  Open Access: 7 results,  Acknowledgement Compliant: 4 results) Presentation (13 results) (of which Invited: 5 results) Book (9 results)

  • [Journal Article] A Fundamental Theorem on Initial Value Problems by Using the Theory of Reproducing Kernels2015

    • Author(s)
      L. P. Castro; M. M. Rodrigues; S. Saitoh
    • Journal Title

      Complex Anal. Oper. Theory

      Volume: 9 Issue: 1 Pages: 87-98

    • DOI

      10.1007/s11785-014-0375-1

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Solvability of singular integral equations with rotations and degenerate kernels in the vanishing coefficient case2015

    • Author(s)
      Castro, L. P.; Rojas, E. M.; Saitoh, S.; Tuan, N. M.; Tuan, P. D.
    • Journal Title

      Anal. Appl.

      Volume: 13 Issue: 01 Pages: 1-22

    • DOI

      10.1142/s0219530514500468

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Generalized Inversions of Hadamard and Tensor Products for Matrices2014

    • Author(s)
      Saburou Saitoh
    • Journal Title

      Advances in Linear Algebra & Matrix Theory

      Volume: 4 Issue: 02 Pages: 87-95

    • DOI

      10.4236/alamt.2014.42006

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] New meanings of the division by zero and interpretations on 100/0=0 and 0/0=02014

    • Author(s)
      M. Kuroda, H. Michiwaki, S. Saitoh, M. Yamane
    • Journal Title

      International J. of Applied Mathematics

      Volume: 27 Issue: 2 Pages: 191-198

    • DOI

      10.12732/ijam.v27i2.9

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Quadratic Fourier transforms.2014

    • Author(s)
      L.P.Castro, M.R. Haque, M.M. Murshed, S. Saitoh, N.M. Tuan
    • Journal Title

      Ann. Funct. Anal.

      Volume: 5 Pages: 10-23

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A new discretization principle in analysis2014

    • Author(s)
      H. Fujiwara, M.M. Rodrigues, S. Saitoh, V.K. Tuan
    • Journal Title

      Int. J. Math. Comput.

      Volume: 22 Pages: 75-88

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A reproducing kernel Hilbert space constructive approximation for integral equations with Toeplitz and Hankel kernels2014

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

      Libertas Mathematica (new series)

      Volume: 34 Pages: 1-22

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Explicit integral representations of implicit functions2013

    • Author(s)
      Castro, L. P.; Murata, K.; Saitoh, S.; Yamada, M.
    • Journal Title

      Carpathian J. Math.

      Volume: 29 Pages: 141-148

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Optimal and approximate solutions of singular integral equations by means of reproducing kernels2013

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

      Complex Anal. Oper. Theory

      Volume: 7 Issue: 6 Pages: 1838-1851

    • DOI

      10.1007/s11785-012-0254-6

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fractional functions and their representations.2013

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

      Complex Anal. Oper. Theory

      Volume: 7 Pages: 1049-1063

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Convolutions, integral transforms and integral equations by means of the theory of reproducing kernels2012

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

      Opuscula Math.

      Volume: 32 Issue: 4 Pages: 633-646

    • DOI

      10.7494/opmath.2012.32.4.633

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Discrete linear differential equations2012

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

      Analysis

      Volume: 32 Pages: 181-198

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] New convolutions and norm inequalities2012

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

      Math.Inequal. Appl.

      Volume: 15 Issue: 3 Pages: 707-716

    • DOI

      10.7153/mia-15-62

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Natural outputs and global inputs of linear systems with a finite number of input data2012

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

      Appl.Anal.

      Volume: 91 Pages: 225-236

    • Related Report
      2012 Research-status 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 Issue: 1 Pages: 307-324

    • DOI

      10.1007/s11785-010-0083-4

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Numerical solutions of linear singular integral equations by means of Tikhonov regularization and reproducing kernels2012

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

      Houston J. Math.

      Volume: 38 Pages: 1261-1276

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] New meanings of the division by zero and interpretations on 100/0=0 and 0/0=02015

    • Author(s)
      M. Kuroda, H. Michiwaki, S. Saitoh, M. Yamane
    • Organizer
      日本数学会
    • Place of Presentation
      明治大学
    • Year and Date
      2015-03-21 – 2015-03-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] A new concept for the point at infinity and the division by zero z/0=0 (note).2015

    • Author(s)
      H. Michiwaki, S. Saitoh, and M. Takagi,
    • Organizer
      日本数学会
    • Place of Presentation
      明治大学
    • Year and Date
      2015-03-21 – 2015-03-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Delicate inequalities for the Tikhonov extremal functions2014

    • Author(s)
      Saburou Saitoh
    • Organizer
      The Conference on Inequalities and Applications '14
    • Place of Presentation
      Hotel Aurum, Hajdszoboszl;Hungary
    • Year and Date
      2014-09-07 – 2014-09-13
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Representations of solutions of general Tikhonov functional equations: the mysterious power of the Tikhonov regularization2014

    • Author(s)
      S. Saitoh
    • Organizer
      「等角写像論・値分布論」合同研究集会
    • Place of Presentation
      法政大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Reproducing kernels and discretiztion2013

    • Author(s)
      S. Saitoh
    • Organizer
      ISAAC 9th Congress, Krakov
    • Place of Presentation
      Krakov, Poland
    • Related Report
      2013 Research-status Report
  • [Presentation] Theory of reproducing kernels and general applications2013

    • Author(s)
      S. Saitoh
    • Organizer
      International Workshop on Learning Theory,
    • Place of Presentation
      University of Shaoxing, P.R. China.
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Aveiro Discretization Method in Mathematics: A New Discretization Principle,2013

    • Author(s)
      S. Saitoh
    • Organizer
      The 22th Function Spaces Seminar,
    • Place of Presentation
      Tokyo Science University, Tokyo,
    • Related Report
      2013 Research-status Report
  • [Presentation] Theory of reproducing kernels and its general applications2012

    • Author(s)
      齋藤三郎
    • Organizer
      ICML 2012 Workshop on RKHS and kernel-based methods
    • Place of Presentation
      Edinburgh Univ. Scotland, UK
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Approximate solutions of bounded linear operator equations by the Tikhonov regularization using reproducing kernels2012

    • Author(s)
      齋藤三郎
    • Organizer
      ICNPAA 2012
    • Place of Presentation
      Vienna Uni. Austria
    • Related Report
      2012 Research-status Report
  • [Presentation] Inversion of linear systems by a finite number of data2012

    • Author(s)
      齋藤三郎
    • Organizer
      ICNPAA 2012
    • Place of Presentation
      Vienna Univ. Austria
    • Related Report
      2012 Research-status Report
  • [Presentation] Bounded linear operator equations and a new discretization method by using the reproducing kernel theory2012

    • Author(s)
      齋藤三郎
    • Organizer
      The 20th International Conference on finite or infinite dimensional Complex Analysis and Applications
    • Place of Presentation
      Hanoi Univ. Vietnam
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Approximate solutions of general linear integral equations by a finite number of data2012

    • Author(s)
      齋藤三郎
    • Organizer
      Conference of Applied Analysis and Mathematical Biology
    • Place of Presentation
      Delaware Univ. USA
    • Related Report
      2012 Research-status Report
  • [Presentation] A new discretization principle in analysis2012

    • Author(s)
      齋藤三郎
    • Organizer
      International Conference on Sciences and Applications
    • Place of Presentation
      Abu Dhabi Univ. UAE
    • Related Report
      2012 Research-status Report
    • Invited
  • [Book] Current Trends in Analysis and Its Applications2015

    • Author(s)
      M.M. Rodrigues and S. Saitoh
    • Total Pages
      892
    • Publisher
      Birkhaeser
    • Related Report
      2014 Annual Research Report
  • [Book] Current Trends in Analysis and Its Applications2015

    • Author(s)
      L.P. Castro, H. Fujiwara, M.M. Rodrigues, S. Saitoh, and V.K. Tuan
    • Total Pages
      892
    • Publisher
      Birkhaeser
    • Related Report
      2014 Annual Research Report
  • [Book] Current Trends in Analysis and Its Applications2015

    • Author(s)
      T. Matsuura and S. Saitoih
    • Total Pages
      892
    • Publisher
      Birkhaeser
    • Related Report
      2014 Annual Research Report
  • [Book] Mathematics Without Boundary Survey in Pure Mathematics2014

    • Author(s)
      L.P. Castro, H.Fujiwara, M.M. Rodrigues, S. Saitoh and V.K.Tuan
    • Total Pages
      781
    • Publisher
      Springer
    • Related Report
      2014 Annual Research Report
  • [Book] Mathematics Without Boundary Survey in Interdisciplinary Research2014

    • Author(s)
      L.P. Castro, H. Fujiwara, T. Qian and S. Saitoh
    • Total Pages
      648
    • Publisher
      Springer
    • Related Report
      2014 Annual Research Report
  • [Book] Topics in Mathematical Analysis and Applications2014

    • Author(s)
      L.P. Castro, M.M. Rodrigues and S. Saitoh
    • Total Pages
      814
    • Publisher
      Springer
    • Related Report
      2014 Annual Research Report
  • [Book] Inequalities and Applications 20102012

    • Author(s)
      Catherline Bandle
    • Publisher
      Birkhaeuser
    • Related Report
      2012 Research-status Report
  • [Book] V.I. Burenkov2012

    • Author(s)
      Progress in Analysis
    • Publisher
      Peoples'  Friendship University of Russia
    • Related Report
      2012 Research-status Report
  • [Book] A new discretization method by means of reproducing kernels2012

    • Author(s)
      Le Hung Son
    • Publisher
      Sci. and Tech. Publication House
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-12-18  

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