Topology Universality and Dissimilarity in a Class of Scale-Free Networks.
We study the effect of subtle changes on the evolution in the scale-free (SF) networks. Three extended models are evolved based on competition and inner anti-preferential deletion in growth and preferential attachment processes. By nonlinear and dynamic controlling on randomness and determinacy, thr...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2016-01-01
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| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC4999222?pdf=render |
| _version_ | 1818259184097951744 |
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| author | Lanhua Zhang Juan Chen Mei Wang Yujuan Li Shaowei Xue Yiyuan Tang Baoliang Sun |
| author_facet | Lanhua Zhang Juan Chen Mei Wang Yujuan Li Shaowei Xue Yiyuan Tang Baoliang Sun |
| author_sort | Lanhua Zhang |
| collection | DOAJ |
| description | We study the effect of subtle changes on the evolution in the scale-free (SF) networks. Three extended models are evolved based on competition and inner anti-preferential deletion in growth and preferential attachment processes. By nonlinear and dynamic controlling on randomness and determinacy, three models can self-organize into scale-free networks, and diverse scaling exponents appear. Moreover, the model with more determinacy has more stringent parameter control than randomness, especially in the edge deletion. Our results suggest that the nature of the topology universality and dissimilarity in SF networks may be the subtle changes of randomness and determinacy. |
| first_indexed | 2024-12-12T18:11:24Z |
| format | Article |
| id | doaj.art-878e93f18b264ccb954e5d728743afea |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-12T18:11:24Z |
| publishDate | 2016-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-878e93f18b264ccb954e5d728743afea2022-12-22T00:16:22ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01118e016165310.1371/journal.pone.0161653Topology Universality and Dissimilarity in a Class of Scale-Free Networks.Lanhua ZhangJuan ChenMei WangYujuan LiShaowei XueYiyuan TangBaoliang SunWe study the effect of subtle changes on the evolution in the scale-free (SF) networks. Three extended models are evolved based on competition and inner anti-preferential deletion in growth and preferential attachment processes. By nonlinear and dynamic controlling on randomness and determinacy, three models can self-organize into scale-free networks, and diverse scaling exponents appear. Moreover, the model with more determinacy has more stringent parameter control than randomness, especially in the edge deletion. Our results suggest that the nature of the topology universality and dissimilarity in SF networks may be the subtle changes of randomness and determinacy.http://europepmc.org/articles/PMC4999222?pdf=render |
| spellingShingle | Lanhua Zhang Juan Chen Mei Wang Yujuan Li Shaowei Xue Yiyuan Tang Baoliang Sun Topology Universality and Dissimilarity in a Class of Scale-Free Networks. PLoS ONE |
| title | Topology Universality and Dissimilarity in a Class of Scale-Free Networks. |
| title_full | Topology Universality and Dissimilarity in a Class of Scale-Free Networks. |
| title_fullStr | Topology Universality and Dissimilarity in a Class of Scale-Free Networks. |
| title_full_unstemmed | Topology Universality and Dissimilarity in a Class of Scale-Free Networks. |
| title_short | Topology Universality and Dissimilarity in a Class of Scale-Free Networks. |
| title_sort | topology universality and dissimilarity in a class of scale free networks |
| url | http://europepmc.org/articles/PMC4999222?pdf=render |
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