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A new inequality for the Hausdorff distance between spectra of two matrices

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Abstract

We derive new inequalities for the spectral variation of matrices and Hausdorff distance between spectra of two matrices explicitly expressed via the entries of the considered matrices. In the appropriate situations our results are sharper than the well-known bounds.

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References

  1. Bhatia, R.: Perturbation Bounds for Matrix Eigenvalues, Classics in Applied Mathematics, vol. 53. SIAM, Philadelphia (2007)

    Book  Google Scholar 

  2. Dailey, M., Dopico, F.M.: Relative perturbation theory for diagonally dominant matrices. SIAM J. Matrix Anal. Appl. 35(4), 1303–1328 (2014)

    Article  MathSciNet  Google Scholar 

  3. Elsner, L.: On optimal bound for the spectral variation of two matrices. Linear Algebra Appl. 71, 77–80 (1985)

    Article  MathSciNet  Google Scholar 

  4. Gil’, M.I.: Operator Functions and Localization of Spectra, Lecture Notes In Mathematics, vol. 1830. Springer, Berlin (2003)

  5. Gil’, M.I.: Norm estimates for functions of matrices with simple spectrum. Rend. Circ. Mat. Palermo (2) 59(2), 215–226 (2010)

    Article  MathSciNet  Google Scholar 

  6. Gil’, M.I.: Bounds for Determinants of Linear Operators and Their Applications. CRC Press, Taylor & Francis Group, London (2017)

    Book  Google Scholar 

  7. Hong, Y., Lim, D., Qi, F.: Some inequalities for generalized eigenvalues of perturbation problems on Hermitian matrices. J. Inequal. Appl. (2018) (Paper No. 155)

  8. Jia, Z., Stewart, G.W.: An analysis of the Rayleigh–Ritz method for approximating eigenspaces. Math. Comput. 70(234), 637–647 (2001)

    Article  MathSciNet  Google Scholar 

  9. Marcus, M., Minc, H.: A Survey of Matrix Theory and Matrix Inequalities. Allyn and Bacon, Boston (1964)

    MATH  Google Scholar 

  10. Műller-Hermes, A., Szehr, O.: Spectral variation bounds in hyperbolic geometry. Linear Algebra Appl. 482, 131–148 (2015)

    Article  MathSciNet  Google Scholar 

  11. Nokrane, A.: Estimating matching distance between spectra. Oper. Matrices 3(4), 503–508 (2009)

    Article  MathSciNet  Google Scholar 

  12. Pal, A., Yakubovich, D.V.: Infinite-dimensional features of matrices and pseudospectra. J. Math. Anal. Appl. 447(1), 109–127 (2017)

    Article  MathSciNet  Google Scholar 

  13. Patra, A., Srivastava, P.D.: Relative perturbation bounds for the joint spectrum of commuting tuples of matrices. Bull. Aust. Math. Soc. 98(3), 414–421 (2018)

    Article  MathSciNet  Google Scholar 

  14. Stewart, G.W.: An Elsner-like perturbation theorem for generalized eigenvalues. Linear Algebra Appl. 390, 1–5 (2004)

    Article  MathSciNet  Google Scholar 

  15. Stewart, G.W., Ji-guang, S.: Matrix Perturbation Theory. Academic Press, New York (1990)

    MATH  Google Scholar 

  16. Wu, G.: The convergence of harmonic Ritz vectors and harmonic Ritz values, revisited. SIAM J. Matrix Anal. Appl. 38(1), 118–133 (2017)

    Article  MathSciNet  Google Scholar 

  17. Wu, G.: Optimal bounds for the spectral variation of two regular matrix pairs. Linear Algebra Appl. 418(2–3), 891–899 (2006)

    Article  MathSciNet  Google Scholar 

  18. Xie, H.: Computation of eigenpair partial derivatives by Rayleigh–Ritz procedure. J. Comput. Appl. Math. 236(10), 2607–2621 (2012)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

I am very grateful for the referee of this paper for his (her) very deep and helpful remarks.

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Correspondence to Michael Gil’.

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Gil’, M. A new inequality for the Hausdorff distance between spectra of two matrices. Rend. Circ. Mat. Palermo, II. Ser 70, 341–348 (2021). https://doi.org/10.1007/s12215-020-00499-1

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  • DOI: https://doi.org/10.1007/s12215-020-00499-1

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