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The Laplacian spectrum of graphs

Authors: Newman, Michael William;

The Laplacian spectrum of graphs

Abstract

In this thesis we investigate the spectrum of the Laplacian matrix of a graph. Although its use dates back to Kirchhoff, most of the major results are much more recent. It is seen to reflect in a very natural way the structure of the graph, particularly those aspects related to connectedness. This can be intuitively understood as a consequence of the relationship between the Laplacian matrix and the boundary of a set of vertices in the graph. We investigate the relationship between the spectrum and the isoperimetric constant, expansion properties, and diameter of the graph. We consider the problem of integral spectra, and see how the structure of the eigenvectors can be used to deduce more information on both the spectrum and the graph, particularly for trees. In closing, we mention some alternatives to and generalisations of the Laplacian.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
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