Tight bounds on the spectral radius of asymmetric nonnegative matrices (Q1108348)

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scientific article; zbMATH DE number 4067110
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Tight bounds on the spectral radius of asymmetric nonnegative matrices
scientific article; zbMATH DE number 4067110

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    Tight bounds on the spectral radius of asymmetric nonnegative matrices (English)
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    1986
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    This paper concerns spectral radius bounds for an arbitrary asymmetric nonnegative \(n\times n\) matrix A. By introducing two concepts of the elementwise product and quotient of two matrices A and B, denoted by \(A*B,((A*B)_{ij}=a_{ij}b_{ij})\) and \(A\div B\), \(((A\div B)_{ij}=a_{ij}/b_{ij})\) where \(b_{ij}\neq 0\) for all i, j in the later case, the author defines two symmetric matrices associated with the matrix A, that is the matrix \(S=(A+A^ T)\), where \(A^ T\) denotes the transpose of A, and the matrix G which is the unique nonnegative matrix such that \(G*G=A*A^ T.\) By means of the graph theoretical point of view, the author associates the nonnegative matrix A with a weighted directed graph D and then shows that if A is any nonnegative matrix and \(G*G=A*A^ T\) then the spectral radius \(\rho\) (A) of A is bounded by \(\rho\) (G)\(\leq \rho (A)\leq \rho (S)\); moreover if D has at least one strong component with maximum spectral radius that happen to be balanced then \(\rho (A)=\rho (G)\) and if A and \(A^ T\) possess a common positive eigenvector with common eigenvalue \(\rho\) (A) then \(\rho (S)=\rho (A)\). Finally three lemmas are given to show whenever a matrix A is balanced.
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    reducible matrix
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    spectral radius bounds
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    product
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    quotient
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    nonnegative matrix
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    directed graph
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    positive eigenvector
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