Connected Components in Random Graphs with Given Expected Degree Sequences

被引:11
|
作者
Fan Chung
Linyuan Lu
机构
[1] Department of Mathematics,
[2] University of California,undefined
[3] San Diego,undefined
[4] La Jolla,undefined
[5] CA 92093-0112,undefined
[6] USA,undefined
[7] e-mail: fan@euclid.ucsd.edu; llu@euclid.ucsd.edu,undefined
关键词
Keywords: random graphs, connected components, expected degree sequence, power law, power law graphs;
D O I
10.1007/PL00012580
中图分类号
学科分类号
摘要
We consider a family of random graphs with a given expected degree sequence. Each edge is chosen independently with probability proportional to the product of the expected degrees of its endpoints. We examine the distribution of the sizes/volumes of the connected components which turns out depending primarily on the average degree d and the second-order average degree d~. Here d~ denotes the weighted average of squares of the expected degrees. For example, we prove that the giant component exists if the expected average degree d is at least 1, and there is no giant component if the expected second-order average degree d~ is at most 1. Examples are given to illustrate that both bounds are best possible.
引用
收藏
页码:125 / 145
页数:20
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