Isolation and Connectivity in Random Geometric Graphs with Self-similar Intensity Measures
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Statistical Physics"
DOI: 10.1007/s10955-018-2059-0
Abstract: Random geometric graphs consist of randomly distributed nodes (points), with pairs of nodes within a given mutual distance linked. In the usual model the distribution of nodes is uniform on a square, and in the… read more here.
Keywords: isolation connectivity; self similar; connectivity; random geometric ... See more keywords
Cliques in high-dimensional random geometric graphs
Sign Up to like & getrecommendations! Published in 2020 at "Applied Network Science"
DOI: 10.1007/s41109-020-00335-6
Abstract: Random geometric graphs have become now a popular object of research. Defined rather simply, these graphs describe real networks much better than classical Erdős–Rényi graphs due to their ability to produce tightly connected communities. The… read more here.
Keywords: graphs; case; random geometric; log ... See more keywords
Topological versus spectral properties of random geometric graphs.
Sign Up to like & getrecommendations! Published in 2020 at "Physical Review E"
DOI: 10.1103/physreve.102.042306
Abstract: In this work we perform a detailed statistical analysis of topological and spectral properties of random geometric graphs (RGGs), a graph model used to study the structure and dynamics of complex systems embedded in a… read more here.
Keywords: spectral properties; properties random; topological versus; random geometric ... See more keywords