Bounds for the largest eigenvalue of nonnegative tensors (Q2792472)
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scientific article; zbMATH DE number 6554666
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Bounds for the largest eigenvalue of nonnegative tensors |
scientific article; zbMATH DE number 6554666 |
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11 March 2016
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spectral radius
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eigenvalues of tensors
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positive tensor
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weakly symmetric tensor
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\(Z\)-eigenvalues
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upper bound
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\(B\)-eigenvalues
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Perron-Frobenius theorem
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0.9629744
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0.9439944
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0.9379616
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0.9307188
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0.92977756
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0.92829007
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Bounds for the largest eigenvalue of nonnegative tensors (English)
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\(H\)- and \(Z\)-eigenvalues of an \(n\)-dimensional tensor of order \(m\) were defined by, e.g. \textit{L. Qi} [J. Symb. Comput. 40, No. 6, 1302--1324 (2005; Zbl 1125.15014)]. In this paper, upper bounds for the spectral radius (i.e., the maximum absolute value of the elements) of each of these spectra are derived for tensors with nonnegative elements. In the case of the \(Z\)-spectrum, the tensor is irreducible and weakly symmetric in the sense of \textit{K. C. Chang} et al. [Linear Algebra Appl. 438, No. 11, 4166--4182 (2013; Zbl 1305.15027)]. Also \(B\)-eigenvalues defined, e.g. by \textit{K.-C. Chang} et al. [Commun. Math. Sci. 6, No. 2, 507--520 (2008; Zbl 1147.15006); errata ibid. 10, No. 3, 1025 (2012)] are considered (i.e., the analog of generalized eigenvalues for a couple of matrices generalized to a couple \((A,B)\) of tensors) and also here a bound for the corresponding spectral radius is obtained.
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