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Applications of Reproducing kernel theory and its new development in engineering

Research Project

Project/Area Number 23540121
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

MATSUURA Tsutomu  群馬大学, 大学院理工学府, 准教授 (80181692)

Co-Investigator(Kenkyū-buntansha) SAITOH Saburou  群馬大学, 名誉教授 (10110397)
Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords再生核 / 逆問題 / 離散化 / 正則化 / 積分変換 / アルゴリズム / 数値計算 / 再生核理論 / 数値解析 / 信号解析
Outline of Final Research Achievements

We developed a new type of Tikhonov regularization combined with the theory of reproducing kernels. Using our method of regularization we have challenged some famous and historically difficult inverse problems. Furthermore we constructed concrete algorithms for solving those problems and confirmed their effectiveness by numerical experiments.
In practice, we have studied the following problems: 1) explicit solution of inverse problem in wave equation, 2) solution of Dirichlet problem with arbitrary boundary shape, 3) new discretization method for solving regularized integral equation, 4) method for separating and extracting mixed signal with complex Gabor wavelet transform, 5) validity of our algorithm for constructing of approximate solution of Poisson equation, 6) expansion of reproducing kernel space for inverse problem of heat conduction.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (17 results)

All 2015 2014 2013 2012 2011 Other

All Journal Article (11 results) (of which Peer Reviewed: 11 results,  Open Access: 3 results) Presentation (4 results) (of which Invited: 2 results) Book (2 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] 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
  • [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
  • [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
  • [Journal Article] Dirichlet's Problem by Using Computers with the Theory of Reproducing Kernels2014

    • Author(s)
      Tsutomu Matsuura and Saburo Saitoh
    • Journal Title

      ISAAC 2013 Proceedings

      Volume: 印刷中

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Inversion Formulas and Numerical Experiments in the Wave Equation by reproducing kernels and Tikhonov Regularization2012

    • Author(s)
      T. Matsuura and S. Saitoh
    • Journal Title

      Progress in Analysis, World Scientific

      Volume: 1 Pages: 282-289

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Inversion Formulas and Numerical Experiments in the Wave Equation by reproducing kernels and Tikhonov Regularization2012

    • Author(s)
      T. Matsuura and S. Saitoh
    • Journal Title

      Progress in Analysis

      Volume: 8

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Approximate Solutions for the Poisson Equation by Using the Theory of Reproducing Kernels2011

    • Author(s)
      T. Matsuura and S. Saitoh
    • Journal Title

      Journal of the Japan Society of Applied Electromagnetics and Mechanics

      Volume: 19 Pages: 183-188

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Blind Source Separation of Mixed Images Using 2-D Complex Wavelet Transform2011

    • Author(s)
      T. Matsuura, A. Faiz and K. Kiryu
    • Journal Title

      Journal of the Japan Society of Applied Electromagnetics and Mechanics

      Volume: 19 Pages: 234-239

    • NAID

      110008904263

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [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] 再生核理論とその応用2013

    • Author(s)
      松浦勉
    • Organizer
      平成25年度数学・数理科学と諸科学・産業との連携ワークショップ
    • Place of Presentation
      大阪教育大学天王寺キャンパス
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Dirichlet's Problem by Using Computers with the Theory of Reproducing Kernels2013

    • Author(s)
      Tsutomu Matsuura
    • Organizer
      The 9th International ISAAC (International Society for Analysis, its Applications and Computation ) congress
    • Place of Presentation
      ポーランド,クラクフ
    • Related Report
      2013 Research-status Report
  • [Presentation] Applications of Tikhonov regularization with reproducing kernels to some inverse problems and their numerical experiments

    • Author(s)
      T. Matsuura
    • Organizer
      International Society for Analysis, its Applications and Computation
    • Place of Presentation
      ロシア モスクワ
    • Related Report
      2011 Research-status 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

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Published: 2011-08-05   Modified: 2019-07-29  

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