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中国物理学会期刊

供应链型网络中双幂律分布模型

CSTR: 32037.14.aps.55.3916

The bilateral power-law distribution model of supply chain networks

CSTR: 32037.14.aps.55.3916
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  • 考察了供应链网络的基本特征,提出了节点到达过程是更新过程、新增入边和出边数是具有Bernoulli分布随机变量的供应链型有向网络.研究了这类网络节点的瞬态度分布和稳态平均度分布.利用更新过程理论对这类网络进行了分析,获得了网络节点瞬态度分布和网络稳态平均度分布的解析表达式.分析表明, 虽然这类网络节点的稳态度分布不存在,但是网络的稳态平均度分布具有双向幂律性.

     

    Basing on the property of supply-chain networks, this paper proposes a randomly growing directional model whose node-arrival process is a renewal process and the number of new edges is a random variable with Bernoulli distribution. We calculate the degree distributions and stationary average degree distributions of the network model by using the renewal process theory and the continuum theory. The paper shows that the supply chain networks have bilateral power-law distributions.

     

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