Skip to main content
Log in

Existence and uniqueness theorems in the theory of weighted pseudoinverses with singular weights

  • Systems Analysis
  • Published:
Cybernetics and Systems Analysis Aims and scope

Abstract

Necessary and sufficient conditions for the existence and uniqueness of weighted pseudoinverses with singular weights are obtained. Pseudoinverses are expanded into matrix power series and power products. A relationship is found between weighted pseudoinverses and weighted normal pseudosolutions, and iterative methods are established for calculating pseudoinverses and pseudosolutions.

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. J. F. Ward, T. L. Boullion, and T. O. Lewis, “Weighted pseudoinverses with singular weights,” SIAM J. Appl. Math., 21, No. 3, 480–482 (1971).

    Article  MATH  MathSciNet  Google Scholar 

  2. E. F. Galba, V. S. Deineka, and I. V. Sergienko, “Expansions and polynomial limit representations of weighted pseudoinverses,” Comp. Math. and Math. Physics, 47, No. 5, 713–731 (2007).

    Article  MathSciNet  Google Scholar 

  3. I. V. Sergienko, E. F. Galba, and V. S. Deineka, “Representations and expansions of weighted pseudoinverse matrices, iterative methods, and problem regularization. II. Singular weights,” Cybern. Syst. Analysis, 44, No. 3, 375–396 (2008).

    Article  MATH  MathSciNet  Google Scholar 

  4. E. F. Galba, V. S. Deineka, and I. V. Sergienko, “Weighted pseudoinverses and weighted normal pseudosolutions with singular weights,” Comp. Math. and Math. Physics, 49, No. 8, 1281–1297 (2009).

    Article  MathSciNet  Google Scholar 

  5. E. H. Moore, “On the reciprocal of the general algebraic matrix,” Abstr. Bull. Amer. Math. Soc., 26, 394–395 (1920).

    Google Scholar 

  6. R. Penrose, “A generalized inverse for matrices,” Proc. Cambridge Phil. Soc., 51, No. 3, 406–413 (1955).

    Article  MATH  MathSciNet  Google Scholar 

  7. A. Albert, Regression, Pseudoinversion, and Recurrent Estimation [in Russian], Nauka, Moscow (1977).

    Google Scholar 

  8. E. F. Galba, I. N. Molchanov, and V. V. Skopetskii, “Methods of computing weighted pseudoinverse matrices with singular weights,” Cybern. Syst. Analysis, 35, No. 5, 814–831 (1999).

    Article  MATH  MathSciNet  Google Scholar 

  9. E. F. Galba, V. S. Deineka, and I. V. Sergienko, “Limit representations of weighted pseudoinverses with singular weights and problem regularization,” Zh. Vych. Matem. Mat. Fiz., 44, No. 11, 1928–1946 (2004).

    MATH  MathSciNet  Google Scholar 

  10. E. F. Galba, “Iterative methods for computing weighted normal pseudosolutions with singular weights,” Zh. Vych. Matem. Mat. Fiz., 39, No. 6, 882–896 (1999).

    MathSciNet  Google Scholar 

  11. E. F. Galba, “Wieghted pseudoinversion of matrices with singular weights,” Ukr. Mat. Zhurn., 46, No. 10, 1323–1327 (1994).

    MATH  MathSciNet  Google Scholar 

  12. P. Lancaster and P. Rozsa, “Eigenvectors of H-self-adjoint matrices,” Z. angew. Math. und Mech., 64, No. 9, 439–441 (1984).

    Article  MATH  MathSciNet  Google Scholar 

  13. Kh. D. Ikramov, “Algebraic properties of classes of pseudoinverse and H-self-adjoint matrices,” Zh. Vych. Matem. Mat. Fiz., 32, No. 8, 155–169 (1992).

    MathSciNet  Google Scholar 

  14. F. R. Gantmacher, The Theory of Matrices, AMS Chelsea Publishing (2000).

  15. H. P. Decell, “An application of the Cayley–Hamilton theorem to generalized matrix inversion,” SIAM Rev., 7, No. 4, 526–528 (1965).

    Article  MATH  MathSciNet  Google Scholar 

  16. R. A. Horn and C. R. Johnson, Matrix Analysis, Cambridge Univ. Press (1985).

  17. E. F. Galba, V. S. Deineka, and I. V. Sergienko, “Fast-converging iterative methods to calculate weighted pseudoinverses and weighted normal pseudosolutions with singular weights,” Zh. Vych. Matem. Mat. Fiz., 45, No. 10, 1731–1755 (2005).

    MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to I. V. Sergienko or V. S. Deineka.

Additional information

Translated from Kibernetika i Sistemnyi Analiz, No. 1, pp. 14–33, January–February 2011.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Sergienko, I.V., Galba, Y.F. & Deineka, V.S. Existence and uniqueness theorems in the theory of weighted pseudoinverses with singular weights. Cybern Syst Anal 47, 11–28 (2011). https://doi.org/10.1007/s10559-011-9286-6

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10559-011-9286-6

Keywords

Navigation