Skip to main content
Log in

Extremal ranks of submatrices in an Hermitian solution to the matrix equation AXA *=B with applications

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

Abstract

Suppose that AXA *=B is a consistent matrix equation and partition its Hermitian solution X *=X into a 2-by-2 block form. In this paper, we give some formulas for the maximal and minimal ranks of the submatrices in an Hermitian solution X to AXA *=B. From these formulas we derive necessary and sufficient conditions for the submatrices to be zero or to be unique, respectively. As applications, we give some properties of Hermitian generalized inverses for an Hermitian matrix.

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. Baksalary, J.K.: Nonnegative definite and positive definite solutions to the matrix equation AXA *=B. Linear Multilinear Algebra 16, 133–139 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  2. Chang, X., Wang, J.: The symmetric solution of the matrix equations AX+YA=C, AXA T+BYB T=C and (A T XA,B T XB)=(C,D). Linear Algebra Appl. 179, 171–189 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  3. Dai, H., Lancaster, P.: Linear matrix equations from an inverse problem of vibration theory. Linear Algebra Appl. 246, 31–47 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  4. Groß, J.: Nonnegative-definite and positive-definite solution to the matrix equation AXA *=B-revisited. Linear Algebra Appl. 321, 123–129 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  5. Khatri, C.G., Mitra, S.K.: Hermitian and nonnegative definite solutions of linear matrix equations. SIAM J. Appl. Math. 31, 579–585 (1976)

    Article  MATH  MathSciNet  Google Scholar 

  6. Liao, A., Bai, Z.: The constrained solutions of two matrix equations. Acta Math. Sin. Engl. Ser. 18(4), 671–678 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  7. Liao, A., Bai, Z.: Least-squares solutions of the matrix equation A T XA=D in bisymmetric matrix set. Math. Numer. Sin. 24(1), 9–20 (2002) (in Chinese)

    MathSciNet  Google Scholar 

  8. Liu, Y.: Some properties of submatrices in a solution to the matrix equations AX=C,XB=D. J. Appl. Math. Comput. doi:10.1007/s12190-008-0192-7

  9. Liu, Y.: Ranks of solutions of the linear matrix equation AX+YB=C. Comput. Math. Appl. 52, 861–872 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  10. Liu, Y.: Ranks of least squares solutions of the matrix equation AXB=C. Comput. Math. Appl. 55, 1270–1278 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  11. Liu, Y., Tian, Y.: More on extremal ranks of the matrix expressions ABX±X * B * with statistical applications. Numer. Linear Algebra Appl. 15, 307–325 (2008)

    Article  MathSciNet  Google Scholar 

  12. Marsaglia, G., Styan, G.P.H.: Equalities and inequalities for ranks of matrices. Linear Multilinear Algebra 2, 269–292 (1974)

    Article  MathSciNet  Google Scholar 

  13. Rao, C.R., Mitra, S.K.: Generalized Inverse of Matrices and Its Applications. Wiley, New York (1971)

    MATH  Google Scholar 

  14. Tian, Y., Liu, Y.: Extremal ranks of some symmetric matrix expressions with applications. SIAM J. Matrix Anal. Appl. 28, 890–905 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  15. Tian, Y.: The minimal rank of the matrix expression ABXYC. Mo. J. Math. Sci. 14, 40–48 (2002)

    Google Scholar 

  16. Tian, Y.: Upper and lower bounds for ranks of matrix expressions using generalized inverses. Linear Algebra Appl. 355, 187–214 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  17. Tian, Y.: Uniqueness and independence of submatrices in solutions of matrix equations. Acta Math. Univ. Comen. 72, 159–163 (2003)

    MATH  Google Scholar 

  18. Tian, Y.: Ranks of solutions of the matrix equation AXB=C. Linear Multilinear Algebra 51, 111–125 (2003)

    Article  MathSciNet  Google Scholar 

  19. Tang, X., Cao, C.: Linear maps preserving pairs of Hermitian matrices on which the rank is additive applications. J. Appl. Math. Comput. 19, 253–260 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  20. Wei, M., Wang, Q.: On rank-constrained Hermitian nonnegative-definite least squares solutions to the matrix equation AXA *=B. Int. J. Comput. Math. 84, 945–952 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  21. Wang, G., Wei, Y., Qiao, S.: Generalized Inverses: Theory and Computations. Science Press, Beijing/New York (2004)

    Google Scholar 

  22. Zhang, X., Cheng, M.: The rank-constrained Hermitian nonnegative-definite and positive-definite solutions to the matrix equation AXA *=B. Linear Algebra Appl. 370, 163–174 (2003)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yonghui Liu.

Additional information

The work was supported by the Foundation of Shanghai Municipal Education Commission (07zz171) and the Leading Academic Discipline Project of Shanghai Municipal Education Commission (J51601).

Rights and permissions

Reprints and permissions

About this article

Cite this article

Liu, Y., Tian, Y. Extremal ranks of submatrices in an Hermitian solution to the matrix equation AXA *=B with applications. J. Appl. Math. Comput. 32, 289–301 (2010). https://doi.org/10.1007/s12190-009-0251-8

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12190-009-0251-8

Keywords

Mathematics Subject Classification (2000)

Navigation