کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
978232 | 933260 | 2007 | 10 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
On the emergence of scaling in weighted networks
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
فیزیک ریاضی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: On the emergence of scaling in weighted networks On the emergence of scaling in weighted networks](/preview/png/978232.png)
چکیده انگلیسی
General conditions for the appearance of the power-law distribution of total weights concentrated in vertices of complex network systems are established. By use of the rate equation approach for networks evolving by connectivity-governed attachment of every new node to p⩾1 exiting nodes and by ascription to every new link a weight taken from algebraic distributions, independent of network topologies, it is shown that the distribution of the total weight w asymptotically follows the power law, P(w)â¼w-α with the exponent αâ(0,2]. The power-law dependence of the weight distribution is also proved to hold, for asymptotically large w, in the case of networks in which a link between nodes i and j carries a load wij, determined by node degrees ki and kj at the final stage of the network growth, according to the relation wij=(kikj)θ with θâ(-1,0]. For this class of networks, the scaling exponent Ï describing the weight distribution is found to satisfy the relationship Ï=(λ+θ)/(1+θ), where λ is the scaling index characterizing the distribution of node degrees, n(k)â¼k-λ.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 379, Issue 2, 15 June 2007, Pages 691-700
Journal: Physica A: Statistical Mechanics and its Applications - Volume 379, Issue 2, 15 June 2007, Pages 691-700
نویسندگان
W Jeżewski,