کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
9727834 1480210 2005 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Preferential attachment with information filtering-node degree probability distribution properties
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
پیش نمایش صفحه اول مقاله
Preferential attachment with information filtering-node degree probability distribution properties
چکیده انگلیسی
A network growth mechanism based on a two-step preferential rule is investigated as a model of network growth in which no global knowledge of the network is required. In the first filtering step a subset of fixed size m of existing nodes is randomly chosen. In the second step the preferential rule of attachment is applied to the chosen subset. The characteristics of thus formed networks are explored using two approaches: computer simulations of network growth and a theoretical description based on a master equation. The results of the two approaches are in excellent agreement. Special emphasis is put on the investigation of the node degree probability distribution. It is found that the tail of the distribution has the exponential form given by exp(-k/m). Implications of the node degree distribution with such tail characteristics are briefly discussed.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 350, Issues 2–4, 15 May 2005, Pages 657-670
نویسندگان
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