Novel scaling limits for critical inhomogeneous random graphs
Abstract
We find scaling limits for the sizes of the largest components at criticality for rank-1 inhomogeneous random graphs with power-law degrees with power-law exponent \tau. We investigate the case where , so that the degrees have finite variance but infinite third moment. The sizes of the largest clusters, rescaled by , converge to hitting times of a "thinned" L\'{e}vy process, a special case of the general multiplicative coalescents studied by Aldous [Ann. Probab. 25 (1997) 812-854] and Aldous and Limic [Electron. J. Probab. 3 (1998) 1-59]. Our results should be contrasted to the case \tau>4, so that the third moment is finite. There, instead, the sizes of the components rescaled by converge to the excursion lengths of an inhomogeneous Brownian motion, as proved in Aldous [Ann. Probab. 25 (1997) 812-854] for the Erd\H{o}s-R\'{e}nyi random graph and extended to the present setting in Bhamidi, van der Hofstad and van Leeuwaarden [Electron. J. Probab. 15 (2010) 1682-1703] and Turova [(2009) Preprint].
Keywords
Cite
@article{arxiv.0909.1472,
title = {Novel scaling limits for critical inhomogeneous random graphs},
author = {Shankar Bhamidi and Remco van der Hofstad and Johan S. H. van Leeuwaarden},
journal= {arXiv preprint arXiv:0909.1472},
year = {2012}
}
Comments
Published in at http://dx.doi.org/10.1214/11-AOP680 the Annals of Probability (http://www.imstat.org/aop/) by the Institute of Mathematical Statistics (http://www.imstat.org)