A Geometric Preferential Attachment Model of Networks (2004)
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| Venue: | In Algorithms and Models for the Web-Graph: Third International Workshop, WAW 2004 |
| Citations: | 24 - 1 self |
BibTeX
@INPROCEEDINGS{Flaxman04ageometric,
author = {Abraham D. Flaxman and Alan M. Frieze and Juan Vera},
title = {A Geometric Preferential Attachment Model of Networks},
booktitle = {In Algorithms and Models for the Web-Graph: Third International Workshop, WAW 2004},
year = {2004},
pages = {44--55},
publisher = {Springer}
}
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Abstract
We study a random graph Gn that combines certain aspects of geometric random graphs and preferential attachment graphs. This model yields a graph with power-law degree distribution where the expansion property depends on a tunable parameter of the model. The vertices of Gn are n sequentially generated points x1, x2,..., xn chosen uniformly at random from the unit sphere in R 3. After generating xt, we randomly connect it to m points from those points in x1, x2,..., xt−1. 1







