On a random graph evolving by degrees (Q1047669)
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scientific article; zbMATH DE number 5653480
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On a random graph evolving by degrees |
scientific article; zbMATH DE number 5653480 |
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On a random graph evolving by degrees (English)
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5 January 2010
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Starting from an empty graph \(G(0)\) on \(V=\{1,\dots,n\}\), the graph \(G(m)\) is successively obtained from its predecessor \(G(m-1)\) for \(m=1,\dots,n\) by inserting a new edge with conditional probability proportional to the product \((a+d(i))(a+d(j))\), where \(a>0\) is a parameter and \(d(i)\) and \(d(j)\) are the current degrees of any distinct disjoint vertices \(i\) and \(j\). The limiting case with infinite parameter is the Erdős-Rényi graph process. Conditions are given for the existence with high probability of a unique giant component and its asymptotic size. A phase transition window is investigated. Conditions for connectedness with high probability are also given for a multigraph process in which loops and multiple edges are allowed.
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Random graph
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Random multigraph
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Preferential attachment
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Phase transition
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Giant component
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0.9301956
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0.9173425
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0.9121136
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0.9084784
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0.90726435
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