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Eigenvectors of Z-tensors associated with least H-eigenvalue with application to hypergraphs

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abstract

Unlike an irreducible $Z$-matrices, a weakly irreducible $Z$-tensor $\mathcal{A}$ can have more than one eigenvector associated with the least H-eigenvalue. We show that there are finitely many eigenvectors of $\mathcal{A}$ associated with the least H-eigenvalue. If $\mathcal{A}$ is further combinatorial symmetric, the number of such eigenvectors can be obtained explicitly by the Smith normal form of the incidence matrix of $\mathcal{A}$. When applying to a connected uniform hypergraph $G$, we prove that the number of Laplacian eigenvectors of $G$ associated with the zero eigenvalue is equal to the the number of adjacency eigenvectors of $G$ associated with the spectral radius, which is also equal to the number of signless Laplacian eigenvectors of $G$ associated with the zero eigenvalue if zero is an signless Laplacian eigenvalue.

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representative citing papers

Spectral Theory of Hypergraphs: A Survey

math.HO · 2025-07-18 · conditional · novelty 0.0

A survey of hypergraph spectral theory via tensors, compiling known bounds, characteristic polynomials, and Turán-type results without new mathematical contributions.

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  • Spectral Theory of Hypergraphs: A Survey math.HO · 2025-07-18 · conditional · none · ref 87 · internal anchor

    A survey of hypergraph spectral theory via tensors, compiling known bounds, characteristic polynomials, and Turán-type results without new mathematical contributions.