Core–satellite graphs (sometimes referred to as generalized friendship graphs) are an interesting class of graphs that generalize many well known types of graphs. In this paper we show that two popular clustering measures, the average Watts–Strogatz clustering coefficient and the transitivity index, diverge when the graph size increases. We also show that these graphs are disassortative. In addition, we completely describe the spectrum of the adjacency and Laplacian matrices associated with core–satellite graphs. Finally, we introduce the class of generalized core–satellite graphs and analyze their clustering, assortativity, and spectral properties.

Core–satellite graphs: Clustering, assortativity and spectral properties

Benzi, Michele
2017

Abstract

Core–satellite graphs (sometimes referred to as generalized friendship graphs) are an interesting class of graphs that generalize many well known types of graphs. In this paper we show that two popular clustering measures, the average Watts–Strogatz clustering coefficient and the transitivity index, diverge when the graph size increases. We also show that these graphs are disassortative. In addition, we completely describe the spectrum of the adjacency and Laplacian matrices associated with core–satellite graphs. Finally, we introduce the class of generalized core–satellite graphs and analyze their clustering, assortativity, and spectral properties.
2017
Settore MAT/08 - Analisi Numerica
Average Watts–Strogatz clustering coefficient; Generalized core–satellite graphs; Graph spectra; Laplacian spectra; Transitivity index; Algebra and Number Theory; Numerical Analysis; Geometry and Topology; Discrete Mathematics and Combinatorics
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11384/75256
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