The normalized distance Laplacian

The distance matrix 𝒟(G) of a connected graph G is the matrix containing the pairwise distances between vertices. The transmission of a vertex vi in G is the sum of the distances from vi to all other vertices and T(G) is the diagonal matrix of transmissions of the vertices of the graph. The normaliz...

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Main Author: Reinhart Carolyn
Format: Article
Language:English
Published: De Gruyter 2021-01-01
Series:Special Matrices
Subjects:
Online Access:https://doi.org/10.1515/spma-2020-0114
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spelling doaj-c91f0a6a98cb41dd961b0d8b9eccb5d82021-10-02T18:54:21ZengDe GruyterSpecial Matrices2300-74512021-01-019111810.1515/spma-2020-0114spma-2020-0114The normalized distance LaplacianReinhart Carolyn0Department of Mathematics, Iowa State University, Ames, IA 50011, USAThe distance matrix 𝒟(G) of a connected graph G is the matrix containing the pairwise distances between vertices. The transmission of a vertex vi in G is the sum of the distances from vi to all other vertices and T(G) is the diagonal matrix of transmissions of the vertices of the graph. The normalized distance Laplacian, 𝒟𝒧(G) = I−T(G)−1/2 𝒟(G)T(G)−1/2, is introduced. This is analogous to the normalized Laplacian matrix, 𝒧(G) = I − D(G)−1/2A(G)D(G)−1/2, where D(G) is the diagonal matrix of degrees of the vertices of the graph and A(G) is the adjacency matrix. Bounds on the spectral radius of 𝒟 𝒧 and connections with the normalized Laplacian matrix are presented. Twin vertices are used to determine eigenvalues of the normalized distance Laplacian. The distance generalized characteristic polynomial is defined and its properties established. Finally, 𝒟𝒧-cospectrality and lack thereof are determined for all graphs on 10 and fewer vertices, providing evidence that the normalized distance Laplacian has fewer cospectral pairs than other matrices.https://doi.org/10.1515/spma-2020-0114normalized laplaciandistance matricescospectralitygeneralized characteristic polynomial05c5005c1215a18
collection DOAJ
language English
format Article
sources DOAJ
author Reinhart Carolyn
spellingShingle Reinhart Carolyn
The normalized distance Laplacian
Special Matrices
normalized laplacian
distance matrices
cospectrality
generalized characteristic polynomial
05c50
05c12
15a18
author_facet Reinhart Carolyn
author_sort Reinhart Carolyn
title The normalized distance Laplacian
title_short The normalized distance Laplacian
title_full The normalized distance Laplacian
title_fullStr The normalized distance Laplacian
title_full_unstemmed The normalized distance Laplacian
title_sort normalized distance laplacian
publisher De Gruyter
series Special Matrices
issn 2300-7451
publishDate 2021-01-01
description The distance matrix 𝒟(G) of a connected graph G is the matrix containing the pairwise distances between vertices. The transmission of a vertex vi in G is the sum of the distances from vi to all other vertices and T(G) is the diagonal matrix of transmissions of the vertices of the graph. The normalized distance Laplacian, 𝒟𝒧(G) = I−T(G)−1/2 𝒟(G)T(G)−1/2, is introduced. This is analogous to the normalized Laplacian matrix, 𝒧(G) = I − D(G)−1/2A(G)D(G)−1/2, where D(G) is the diagonal matrix of degrees of the vertices of the graph and A(G) is the adjacency matrix. Bounds on the spectral radius of 𝒟 𝒧 and connections with the normalized Laplacian matrix are presented. Twin vertices are used to determine eigenvalues of the normalized distance Laplacian. The distance generalized characteristic polynomial is defined and its properties established. Finally, 𝒟𝒧-cospectrality and lack thereof are determined for all graphs on 10 and fewer vertices, providing evidence that the normalized distance Laplacian has fewer cospectral pairs than other matrices.
topic normalized laplacian
distance matrices
cospectrality
generalized characteristic polynomial
05c50
05c12
15a18
url https://doi.org/10.1515/spma-2020-0114
work_keys_str_mv AT reinhartcarolyn thenormalizeddistancelaplacian
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