The Influence of Three Statistical Variables on Self-Similarity in Complex Networks
Joint Authors
Wei, Daijun
Liu, Lirong
Lei, Mingli
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-01-13
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
The reason for the self-similarity property of complex network is still an open issue.
In this paper, we focus on the influence of degree, betweenness, and coreness on self-similarity of complex network.
Some nodes are removed from the original network based on the definitions of degree, betweenness, and coreness in the ascending and descending order.
And then, some new networks are obtained after removing nodes.
The self-similarities of original network and new networks are compared.
Moreover, two real networks are used for numerical simulation, including a USAir network and the yeast protein interaction (YPI) network.
The effects of the three statistical variables on the two real networks are considered.
The results reveal that the nodes with large degree and betweenness have great effects on self-similarity, and the influence of coreness on self-similarity is small.
American Psychological Association (APA)
Lei, Mingli& Liu, Lirong& Wei, Daijun. 2020. The Influence of Three Statistical Variables on Self-Similarity in Complex Networks. Discrete Dynamics in Nature and Society،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1153439
Modern Language Association (MLA)
Lei, Mingli…[et al.]. The Influence of Three Statistical Variables on Self-Similarity in Complex Networks. Discrete Dynamics in Nature and Society No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1153439
American Medical Association (AMA)
Lei, Mingli& Liu, Lirong& Wei, Daijun. The Influence of Three Statistical Variables on Self-Similarity in Complex Networks. Discrete Dynamics in Nature and Society. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1153439
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1153439