DOI: 10.12732/ijam.v38i1.5
PROJECTIVE EIGENVALUE BOUNDS
P. Singh 1 , S. Singh 2, V. Singh 3
1 University of KwaZulu-Natal
Private Bag X54001, Durban, 4001
SOUTH AFRICA
2 University of South Africa
Department of Decision Sciences
PO Box 392 Pretoria, 0003
SOUTH AFRICA
3 University of KwaZulu-Natal
Private Bag X54001, Durban, 4001
SOUTH AFRICA
Abstract. In this paper, we derive expressions for the bounds of the eigenvalues of real symmetric matrices. We use symmetric projection operators
and also consider situations when some of the eigenvalues may be known. These bounds are based on the trace of the matrix and its Frobenius norm.
They are relatively easy and inexpensive to compute.
How
to cite this paper?
DOI: 10.12732/ijam.v38i1.5
Source: International Journal of
Applied Mathematics
ISSN printed version: 1311-1728
ISSN on-line version: 1314-8060
Year: 2025
Volume: 38
Issue: 1
References
[1] R. Bhatia, C. Davis, A better bound on the variance, Amer. Math. Monthly, 107 (2000), 353-357.
[2] A. Brauer, Limits for the characteristic roots of a matrix VII, Duke Math. J., 25 (1958), 583-590.
[3] H. Chaudhari, M. Crane, Cross-correlation dynamics
and community structures of cryptocurrencies, Journal of Computational Science,
44 (2020).
[4] R.T. Gregory, D.L. Karney, A Collection of
Matrices for Testing Computational Algorithms, Robert E. Krieger Publishing
Company,
New York (1978).
[5] C. Gu, F. Xie, K. Zhang. A two-step matrix
splitting iteration for computing the PageRank, Journal of Computational and
Applied
Mathematics, 278 (2015), 19-28.
[6] R. Horn, C.A. Johnson, Matrix Analysis, Cambridge University Press, Cambridge (2012).
[7] E. Kreyszig, Introductory Functional Analysis with Applications, John Wiley, Hoboken (1978).
[8] R. Sharma, R. Kumar, R. Saini, Note on bounds for eigenvalues using traces, arXiv:1409.0096v1, Functional Analysis (2014).
[9] P. Singh, V. Singh, S. Singh, New bounds for the
maximal eigenvalues of positive definite matrices, International Journal of
Applied
Mathematics, 35, No 5 (2022), 685-691; DOI:10.12732/ijam.v35i5.4.
[10] P. Singh, S. Singh, V. Singh, Results on bounds
of the spectrum of positive definite matrices by projections, Aust. J. Math.
Anal. Appl.
20, No 2 (2023), Art. 3, 10 pp.
[11] H. Wolkowicz, G.P.H. Styan, Bounds for eigenvalues using traces, Linear Algebra Appl., 29 (1980), 471-506.
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