Weighted pseudoinverse matrices with indefinite weights

Authors

  • A.N. Khimich Glushkov Institute of Cybernetics of the NAS of Ukraine, Kiev
  • E.F. Galba Glushkov Institute of Cybernetics of the NAS of Ukraine, Kiev
  • N.A. Vareniuk Glushkov Institute of Cybernetics of the NAS of Ukraine, Kiev

DOI:

https://doi.org/10.15407/dopovidi2017.06.014

Keywords:

limiting representations of weighted pseudoinverse matrices, matrix power series and products, weighted pseudoinverse matrices with nonsingular indefinite weights

Abstract

Weighted pseudoinverse matrices with nonsingular indefinite weights are defined and analyzed. The theorem of existence and uniqueness of these matrices is proved. A representation of weighted pseudoinverse matrices with indefinite weights is given in terms of coefficients of the characteristic polynomials of symmetrizable matrices. Their expansions in matrix power series or products are obtained. The limiting representations of those matrices are obtained.

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References

Chipman, J. S. (1964). On least squares with insufficient observation. J. Amer.Statist. Assoc., 59, No. 308, pp. 1078-1111. https://doi.org/10.1080/01621459.1964.10480751

Milne, R. D. (1968). An oblique matrix pseudoinverse. SIAM J. Appl. Math., 16, No. 5, pp. 931-944. https://doi.org/10.1137/0116075

Ward, J. F., Boullion, T. L. & Lewis, T. O. (1971). A note on the oblique matrix pseudoinverse. SIAM J. Appl. Math., 20, No. 2, pp. 173-175. https://doi.org/10.1137/0120022

Ward, J. F., Boullion, T. L. & Lewis, T.O. (1971). Weighted pseudoinverses with singular weights. SIAM J. Appl. Math., 21, No. 3, pp. 480-482. https://doi.org/10.1137/0121051

Galba, E. F., Deineka, V. S. & Sergienko, I. V. (2009). Weighted pseudoinverses and weighted normal pseudosolutions with singular weights. Comput. Math. Math. Phys., 49, No. 8, rr. 1281-1297. https://doi.org/10.1134/S0965542509080016

Sergienko, I. V., Galba, E. F. & Deineka, V. S. (2011). Existence and uniqueness of weighted pseudoinverse matrices and weighted normal pseudosolutions with singular weights. Ukr. Math. J., 63, Art. 98. https://doi.org/10.1007/s11253-011-0490-3

Sergienko, I. V., Galba, Y. F. & Deineka, V. S. (2011). Existence and uniqueness theorems in the theory of weighted pseudoinverses with singular weights. Cybern. Syst. Anal., 47, Iss. 1, pp. 11-28. https://doi.org/10.1007/s10559-011-9286-6

Mitra, S. K. & Rao, C. R. (1974). Projections under seminorms and generalized Moore—Penroze inverses. Linear Algebra Appl., No. 9, pp. 155-167. https://doi.org/10.1016/0024-3795(74)90034-2

Censor, Y. & Elfving, T. (2002). Block-iterative algorithms with diagonally scaled oblique projections for the linear feasibility problem. SIAM J. Matrix. Anal. Appl., 24, No. 1, pp. 40-58. https://doi.org/10.1137/S089547980138705X

Censor, Y. & Elfving, T. (2003). Iterative algorithms with seminorm-induced oblique projections. Abstr. Appl. Anal., No. 7, pp. 387-406. https://doi.org/10.1155/S108533750321201X

Khimich, A.N. & Nikolaevskaya, E.A. (2008). Reliability analysis of computer solutions of systems of linear algebraic equations with approximate initial data. Cybern. Syst. Anal., 44, Iss. 6, pp. 863-874. https://doi.org/10.1007/s10559-008-9062-4

Nikolaevskaya, E.A. & Khimich, A.N. (2009). Error estimation for a weighted minimum-norm least squares solution with positive definite weights. Comput. Math. Math. Phys., 49, Iss. 3, pp. 409-417. https://doi.org/10.1134/S0965542509030038

Published

08.09.2024

How to Cite

Khimich, A., Galba, E., & Vareniuk, N. (2024). Weighted pseudoinverse matrices with indefinite weights . Reports of the National Academy of Sciences of Ukraine, (6), 14–20. https://doi.org/10.15407/dopovidi2017.06.014