Degree-distribution Stability of Growing Networks

Details Degree-distribution Stability of Growing Networks Degree-distribution Stability of Growing Networks

2008-08-27

arxiv.org/abs/0808.3661v4

Physics

Mathematical Physics

12 pages

Scientific paper

In this paper, we abstract a kind of stochastic processes from evolving processes of growing networks, this process is called growing network Markov chains. Thus the existence and the formulas of degree distribution are transformed to the corresponding problems of growing network Markov chains. First we investigate the growing network Markov chains, and obtain the condition in which the steady degree distribution exists and get its exact formulas. Then we apply it to various growing networks. With this method, we get a rigorous, exact and unified solution of the steady degree distribution for growing networks.

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