可视图综述
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Survey of Visibility Graph Algorithms for establishing
Complex Network
LUO Yue-binWANG Bao-shengCHEN Xiao-meiMA Shi-congSchool of Computer, National University of Defense Technology, Changsha 410073, China
Abstract: A lot of real-world systems are complex systems. Complex network is an important tool to study complex systems. The premise of the application of complex network is how to effectively establish complex network and mine characters of the data series. In recent years, visibility graph has been proposed as a new algorithm to establish complex network. So far it has been basically formed an algorithm system.This paper make a detailed introduction of the visibility graph algorithms in recent years, and analyze the advantages and disadvantages of each algorithm, introduced the application status of each algorithm.Finally we give the direction of visibility graph algorithms on the further development of complex network establishment.
Key words: complex network; visibility graph; horizontal visibility graph; limited penetrable visibility graph
可视图构建复杂网络算法综述
罗跃斌王宝生陈晓梅马世聪
国防科学技术大学计算机学院,长沙 410073
摘要:自然界中的很多系统都是复杂系统,复杂网络是研究复杂系统的重要工具,如何基于数据有效构建网络和进行数据挖掘是应用复杂网络的前提。近年,可视图作为一种新兴的构建复杂网络的算法被提出,发展至今已基本形成一个算法体系。本文详细综述了近几年提出的可视图算法,分析了各算法的优缺点,介绍了各算法的应用现状,最后对可视图算法的进一步发展方向作出展望。
关键词:复杂网络;可视图;水平可视图;有限穿越可视图
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