arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2103.13586physics.soc-ph
收藏

作为建模框架的时间网络

Temporal networks as a modeling framework

Petter Holme, Jari Saramäki

摘要:

要了解大型互联系统,我们不能只关注细节。我们还需要从远处看到大规模的特征。退一步了解全局的一种方法是将系统建模为网络。然而,许多系统不是静态的,而是由随着时间的推移而断开和接通的触点组成。本章介绍了这类系统的数学和计算建模,从而介绍了本书的其余部分。我们将介绍一些早期的发展,这些发展构成了其他章节更专业主题的基础。

英文摘要:

To understand large, connected systems, we cannot only zoom into the details. We also need to see the large-scale features from afar. One way to take a step back and get the whole picture is to model the systems as a network. However, many systems are not static, but consisting of contacts that are off and on as time progresses. This Chapter introduces the mathematical and computational modeling of such systems and thus an introduction to the rest of the book. We will cover some of the earlier developments that form the foundation for the more specialized topics of the other Chapters.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑