Skip to main content
Log in

On the effectiveness of the method of regularization in numerical procedures for III-conditioned linear systems

  • Published:
Japan Journal of Applied Mathematics Aims and scope Submit manuscript

Abstract

In this paper, we deal with a class of numerical procedures which consist of two steps. First one solves an ill-conditioned linear system Гc=g for giveng and then one obtains the final resultf byf=Λc. One may use the method of regularization to stabilize the ill-conditioned linear system. However, the method is not always effective for the class of the procedures. We may have even worse result by using the regularization. We propose a handy method to examine the effectiveness of the regularization.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. G. H. Golub, Singular value decomposition and least squares solutions. Numer. Math.,14 (1970), 206–216.

    Article  MathSciNet  Google Scholar 

  2. G. H. Golub and C. F. Van Loan, Matrix Computations. Johns Hopkins Univ. Press, Baltimore, 1983.

    MATH  Google Scholar 

  3. C. W. Groetsch, The Theory of Tikhonov Regularization for Fredholm Equations of the First Kind. Pitman, London, 1984.

    MATH  Google Scholar 

  4. T. Kitagawa, A deterministic approach to the optimal regularization. Japan J. Appl. Math.,4 (1987), 371–391.

    Article  MATH  MathSciNet  Google Scholar 

  5. T. Kitagawa, On the numerical stability of the method of fundamental solution applied to Dirichlet problem. Japan J. Appl. Math.,5 (1988), 000–000.

    Google Scholar 

  6. Y. Ohashi, Extrapolation and restoration of a function observed on finite interval (in Japanese). Master’s thesis, Dept. Information Engrg., Nagoya Univ., 1986.

  7. A. Papoulis, A new algorithm in spectral analysis and band-limited extrapolation. IEEE Trans. Circuit and Systems, CAS,25-9 (1978), 74–78.

    MathSciNet  Google Scholar 

  8. A. N. Tikhonov and V. W. Arsenin, Solutions of Ill-Posed Problems. Winston-Wiley, New York, 1977.

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

About this article

Cite this article

Kitagawa, T. On the effectiveness of the method of regularization in numerical procedures for III-conditioned linear systems. Japan J. Appl. Math. 5, 305–311 (1988). https://doi.org/10.1007/BF03167876

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF03167876

Key words

Navigation