节点文献
多层网络的结构与功能研究进展
The Structure and Function of Multilayer Networks:Progress and Prospects
【摘要】 该文对多层网络的研究现状与进展进行了综述。首先,介绍了不同类型多层网络的概念,描述了多层网络的数学模型构建;其次,根据多层网络的拓扑结构,分别从基本统计性质、节点重要性、社团结构、鲁棒性与动力学行为4个方面综述多层网络的研究进展;最后展望了多层网络的未来研究方向。
【Abstract】 The progress of multilayer networks is summarized in this article. First, the concepts of various types of multi-layer networks are introduced and their mathematical models are described. Then, according to the topological structure properties, the existing research is reviewed from four parts: basic statistical properties, node importance, community structure, robustness, and dynamic behavior. At last, the future research directions of multi-layer networks are prospected.
【关键词】 动力学;
多层网络;
统计性质;
拓扑结构;
【Key words】 dynamics process; multilayer networks; statistical properties; topology structures;
【Key words】 dynamics process; multilayer networks; statistical properties; topology structures;
【基金】 国家自然基金重点项目(71731002);国家自然科学基金面上项目(61573065);北京师范大学博一学科交叉基金项目(BNUXKJC1921)的资助
- 【文献出处】 电子科技大学学报 ,Journal of University of Electronic Science and Technology of China , 编辑部邮箱 ,2021年01期
- 【分类号】O157.5
- 【被引频次】21
- 【下载频次】1494