A Note on Random Perturbations of a Multiple Eigenvalue of a Hermitian Operator
G. Gaines,
K. Kaphle and
F. Ruymgaart ()
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G. Gaines: Texas Tech University
K. Kaphle: University of Maine at Fort Kent
F. Ruymgaart: Texas Tech University
Journal of Theoretical Probability, 2014, vol. 27, issue 4, 1112-1123
Abstract:
Abstract The problem of a random Hermitian perturbation of a multiple isolated eigenvalue of a Hermitian operator is considered. It is shown that the combined multiplicities of the perturbed eigenvalues converge in probability to the multiplicity of the eigenvalue of the target operator. Also the asymptotic distribution of a certain average of these eigenvalues, centered at the target, is obtained. As a tool differentiation of analytic functions of operators is employed in conjunction with an ensuing “delta-method”. The result is of a probabilistic rather than statistical nature.
Keywords: Random perturbation; Hermitian operator; Isolated eigenvalue; Multiplicity; Primary: 60H25; Secondary: 47B80 (search for similar items in EconPapers)
Date: 2014
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DOI: 10.1007/s10959-013-0482-3
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