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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Online Access: | https://doi.org/10.1515/spma-2020-0114 |
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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 AT reinhartcarolyn normalizeddistancelaplacian |
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1716848600720343040 |