NEW BOUNDS FOR THE MAXIMAL EIGENVALUES
OF POSITIVE DEFINITE MATRICES

Abstract

In this paper, we improve earlier bounds on the extremal eigenvalues of positive definite matrices by introducing an increasing function and by considering a vector function of the eigenvalues. For various choices of the monotonic function we are able to obtain bounds for the extremal eigenvalues in terms of the traces of the matrix and its powers. Our bounds are a function of two parameters achieved by using Jensen's inequality. These bounds are relatively simple to compute.

Citation details of the article



Journal: International Journal of Applied Mathematics
Journal ISSN (Print): ISSN 1311-1728
Journal ISSN (Electronic): ISSN 1314-8060
Volume: 35
Issue: 5
Year: 2022

DOI: 10.12732/ijam.v35i5.4

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References

  1. [1] R. Bhatia, C. Davis, A better bound on the variance, Amer. Math. Monthly, 107 (2000), 353-357.
  2. [2] A. Brauer, Limits for the characteristic roots of a matrix VII, Duke Math. J., 25 (1958), 583-590.
  3. [3] A. Brauer, A. C. Mewbom, The greatest distance between two characteristic roots of a matrix, Duke Math. J., 26 No 4 (1959), 653-661.
  4. [4] F.E. Browder, W.V. Petryshyn, Construction of fixed points of nonlinear mappings in Hilbert spaces, J. Math. Anal. Appl., 20 (1967), 197-228.
  5. [5] A. Dembo, Bounds on the extreme eigenvalues of positive definite Toeplitz matrices, IEEE Trans. Inform. Theory, 34 (1988), 352-355.
  6. [6] X. Gao, M. Sitharam, A. Roitberg, Bounds on the Jensen gap, and implications for mean-concentrated distributions, The Australian J. of Math. Anal. and Appl., 16, No 2 (2019).
  7. [7] R. Horn, C.A. Johnson, Matrix Analysis, Cambridge University Press, Cambridge (2012).
  8. [8] T.Z. Huang, C.X. Xu, Bounds for the extreme eigenvalues of symmetric matrices, ZAMM, 83, No 3 (2003), 214-216.
  9. [9] R. Sharma, R. Kumar, R. Saini, Note on Bbounds for eigenvalues using traces, arXiv:1409.0096v1 (Functional Analysis) (2014).
  10. [10] H. Wolkowicz, G.P.H. Styan, Bounds for eigenvalues using traces, Linear Algebra Appl., 29 (1980), 471-506.