Tropical Roots as Approximations to Eigenvalues of Matrix Polynomials

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Tropical Roots as Approximations to Eigenvalues of Matrix Polynomials

The tropical roots of t×p(x) = max0≤j≤` ‖Aj‖x are points at which the maximum is attained at least twice. These roots, which can be computed in only O(`) operations, can be good approximations to the moduli of the eigenvalues of the matrix polynomial P (λ) = ∑` j=0 λ Aj , in particular when the norms of the matrices Aj vary widely. Our aim is to investigate this observation and its applications...

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ژورنال

عنوان ژورنال: SIAM Journal on Matrix Analysis and Applications

سال: 2015

ISSN: 0895-4798,1095-7162

DOI: 10.1137/14096637x