首页> 外文OA文献 >Planar growth generates scale-free networks
【2h】

Planar growth generates scale-free networks

机译:平面增长产生无标度网络

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

In this paper we introduce a model of spatial network growth in which nodes are placed at randomly selected locations on a unit square in R 2 , forming new connections to old nodes subject to the constraint that edges do not cross. The resulting network has a power law degree distribution, high clustering and the small world property. We argue that these characteristics are a consequence of the two defining features of the network formation procedure; growth and planarity conservation. We demonstrate that the model can be understood as a variant of random Apollonian growth and further propose a one parameter family of models with the Random Apollonian Network and the Deterministic Apollonian Network as extreme cases and our model as a midpoint between them. We then relax the planarity constraint by allowing edge crossings with some probability and find a smooth crossover from power law to exponential degree distributions when this probability is increased.
机译:在本文中,我们介绍了一个空间网络增长模型,其中节点放置在R 2中单位正方形的随机选择位置上,从而形成了到旧节点的新连接,但要遵守边缘不交叉的约束。生成的网络具有幂律度分布,高聚类和较小的世界属性。我们认为这些特征是网络形成过程的两个定义特征的结果。增长和平面度守恒。我们证明该模型可以理解为随机Apollonian增长的一种变体,并进一步提出了一个模型参数集,其中随机Apollonian网络和确定性Apollonian网络为极端情况,而我们的模型为它们之间的中点。然后,我们通过以一定概率允许边缘交叉来放宽平面度约束,并在此概率增加时找到从幂律到指数度分布的平滑交叉。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号