复杂网络研究进展:模型与应用

摘要

As an common tool for studying various complex systems, complex network has made deeply effect on many discipline, and has attracted wide attentions. Various important statistical properties of complex network and dominant network models are addressed. Moreover, we analyse some real-life networks such as language networks, WWW and Internet that are of interest in computer science, and show the application of theory and methods of complex network to these fields .%作为研究各种复杂系统的一种通用工具,复杂网络已经在许多学科中产生了深刻地影响,引起了各领域学者的广泛关注.本文全面地介绍复杂网络的各种主要统计特性和最具有代表性的网络模型,并且对计算机科学中关注的语言网络,Internet和P2P这些现实网络,从复杂网络的角度进行分析,展示了复杂网络理论和方法在这些领域申的应用和得到的重要结果.