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Enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy
The robustness of coupled networks has attracted great attention recently, because the spread of failures from one network to its coupled network makes the coupled networks more vulnerable. Most existing achievements mainly focused on the integrity properties of coupled networks. However, failures a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5630635/ https://www.ncbi.nlm.nih.gov/pubmed/28986539 http://dx.doi.org/10.1038/s41598-017-13063-2 |
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author | Gong, Maoguo Wang, Yixing Wang, Shanfeng Liu, Wenfeng |
author_facet | Gong, Maoguo Wang, Yixing Wang, Shanfeng Liu, Wenfeng |
author_sort | Gong, Maoguo |
collection | PubMed |
description | The robustness of coupled networks has attracted great attention recently, because the spread of failures from one network to its coupled network makes the coupled networks more vulnerable. Most existing achievements mainly focused on the integrity properties of coupled networks. However, failures also exist when networks are being reconstructed. Moreover, existing node-protection methods which aim to enhance the robustness of coupled networks only protect the influential nodes in one layer. In this paper, firstly, a two-layer-protection strategy is proposed to enhance the robustness of coupled networks under their reconstruction. Secondly, we adopt five strategies based on different centralities to select influential nodes, and propose a two-layer vision for each of them. Lastly, experiments on three different coupled networks show that by applying the two-layer-protection strategy, the robustness of coupled networks can be enhanced more efficiently compared with other methods which only protect nodes in one layer. |
format | Online Article Text |
id | pubmed-5630635 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56306352017-10-17 Enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy Gong, Maoguo Wang, Yixing Wang, Shanfeng Liu, Wenfeng Sci Rep Article The robustness of coupled networks has attracted great attention recently, because the spread of failures from one network to its coupled network makes the coupled networks more vulnerable. Most existing achievements mainly focused on the integrity properties of coupled networks. However, failures also exist when networks are being reconstructed. Moreover, existing node-protection methods which aim to enhance the robustness of coupled networks only protect the influential nodes in one layer. In this paper, firstly, a two-layer-protection strategy is proposed to enhance the robustness of coupled networks under their reconstruction. Secondly, we adopt five strategies based on different centralities to select influential nodes, and propose a two-layer vision for each of them. Lastly, experiments on three different coupled networks show that by applying the two-layer-protection strategy, the robustness of coupled networks can be enhanced more efficiently compared with other methods which only protect nodes in one layer. Nature Publishing Group UK 2017-10-06 /pmc/articles/PMC5630635/ /pubmed/28986539 http://dx.doi.org/10.1038/s41598-017-13063-2 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Gong, Maoguo Wang, Yixing Wang, Shanfeng Liu, Wenfeng Enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy |
title | Enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy |
title_full | Enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy |
title_fullStr | Enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy |
title_full_unstemmed | Enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy |
title_short | Enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy |
title_sort | enhancing robustness of interdependent network under recovery based on a two-layer-protection strategy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5630635/ https://www.ncbi.nlm.nih.gov/pubmed/28986539 http://dx.doi.org/10.1038/s41598-017-13063-2 |
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