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The Moore-Penrose inverse of the normalized graph Laplacian

BOZZO, Enrico
2013
  • journal article

Periodico
LINEAR ALGEBRA AND ITS APPLICATIONS
Abstract
We prove a formula that relates the Moore-Penrose inverses of two matrices A, B such that A = N^(- 1) B M^(-1) and discuss some applications, in particular to the representation of the Moore-Penrose inverse of the normalized Laplacian of a graph. The Laplacian matrix of an undirected graph is symmetric and is strictly related to its connectivity properties. However, our formula applies to asymmetric matrices, so that we can generalize our results for asymmetric Laplacians, whose importance for the study of directed graphs is increasing.
DOI
10.1016/j.laa.2013.08.039
WOS
WOS:000326662300028
Archivio
http://hdl.handle.net/11390/868581
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84886096765
Diritti
closed access
Soggetti
  • Graph Laplacian

  • Moore-Penrose General...

Web of Science© citazioni
12
Data di acquisizione
Mar 28, 2024
Visualizzazioni
3
Data di acquisizione
Apr 19, 2024
Vedi dettagli
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