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Kirchhoff index of simplicial networks

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Abstract We introduce a high-dimensional analogue of the Kirchhoff index which is also known as total effective resistance. This analogue, which we call the simplicial Kirchhoff index K f (… Click to show full abstract

Abstract We introduce a high-dimensional analogue of the Kirchhoff index which is also known as total effective resistance. This analogue, which we call the simplicial Kirchhoff index K f ( X ) , is defined to be the sum of the simplicial effective resistances of all ( d + 1 ) -subsets of the vertex set of a simplicial complex X of dimension d. This definition generalizes the Kirchoff index of a graph G defined as the sum of the effective resistance between all pairs of vertices of G. For a d-dimensional simplicial complex X with n vertices, we give formulas for the simplicial Kirchhoff index in terms of the pseudoinverse of the Laplacian L X in dimension d − 1 and its eigenvalues: K f ( X ) = n ⋅ tr L X + = n ⋅ ∑ λ ∈ Λ + 1 λ , where L X + is the pseudoinverse of L X , and Λ + is the multi-set of non-zero eigenvalues of L X . Using this formula, we obtain an inequality for a high-dimensional analogue of algebraic connectivity and Kirchhoff index, and propose these quantities as measures of robustness of simplicial complexes. In addition, we derive its integral formula and relate this index to a simplicial dynamical system. We present an open problem for a combinatorial proof of our formula by relating the combinatorial interpretation of R σ to rooted forests in higher dimensions.

Keywords: kirchhoff index; analogue; simplicial networks; index simplicial; index

Journal Title: Linear Algebra and its Applications
Year Published: 2021

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