该文基于马氏链的概念和技巧,给出了BA无标度网络模型稳态度分布存在性的严格证明,并且从数学上重新推导了度分布的精确解析表达式.此处所用的方法具有一定的普适性,适用于更一般的无标度型复杂网络模型.
Based on the concept and techniques of Markov chain, this letter provides a rigorous proof for the existence of the steady-state degree distribution of the scale-free network generated by the Barabgsi-Albert (BA) model, and mathematically re-derives the exact analytic formulas of the distribution. The approach developed here is quite general, applicable to many other scale-free types of complex networks.