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Randomised Reproducing Graphs

  
@article{EJP921,
	author = {Jonathan Jordan},
	title = {Randomised Reproducing Graphs},
	journal = {Electron. J. Probab.},
	fjournal = {Electronic Journal of Probability},
	volume = {16},
	year = {2011},
	keywords = {reproducing graphs, random graphs, degree distribution, phase transition},
	abstract = {We introduce a model for a growing random graph based on simultaneous reproduction of the vertices.  The model can be thought of as a generalisation of the reproducing graphs of Southwell and Cannings and Bonato et al to allow for a random element, and there are three parameters, $\alpha$, $\beta$ and $\gamma$, which are the probabilities of edges appearing between different types of vertices.  We show that as the probabilities associated with the model vary there are a number of phase transitions, in particular concerning the degree sequence.  If $(1+\alpha)(1+\gamma)<1$ then the degree distribution converges to a stationary distribution, which in most cases has an approximately power law tail with an index which depends on $\alpha$ and $\gamma$.  If $(1+\alpha)(1+\gamma)>1$ then the degree of a typical vertex grows to infinity, and the proportion of vertices having any fixed degree $d$ tends to zero.  We also give some results on the number of edges and on the spectral gap.},
	pages = {no. 57, 1549-1562},
	issn = {1083-6489},
	doi = {10.1214/EJP.v16-921},    
        url = {http://ejp.ejpecp.org/article/view/921}}