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Research on the Robustness of the Chinese Input–Output Network Based on Relative Entropy Theory
The input–output (IO) network is the quantitative description of an IO-based economy in which nodes represent industries and edges connecting nodes represent the economic connection between industries. Robustness refers to the ability of tolerating perturbations that might affect the system’s functi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407281/ https://www.ncbi.nlm.nih.gov/pubmed/36010707 http://dx.doi.org/10.3390/e24081043 |
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author | Li, Weidong Wang, Anjian Xing, Wanli |
author_facet | Li, Weidong Wang, Anjian Xing, Wanli |
author_sort | Li, Weidong |
collection | PubMed |
description | The input–output (IO) network is the quantitative description of an IO-based economy in which nodes represent industries and edges connecting nodes represent the economic connection between industries. Robustness refers to the ability of tolerating perturbations that might affect the system’s functional body. There is both practical and theoretical significance to explore the robustness of the IO network for economic development. In this paper, we probe the robustness of the Chinese IO network based on the relative entropy of the probability distribution of network parameters (node degree, strongest path betweenness, downstream closeness and upstream closeness) under random node or edge failure and intentional node or edge attack. It is found that the Chinese IO network shows relatively weak robustness when it is under intentional attack, but relatively strong robustness when it is under random failure. Our experiment also verifies the applicability and effectiveness of the relative entropy model in measuring the robustness of the IO network. |
format | Online Article Text |
id | pubmed-9407281 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94072812022-08-26 Research on the Robustness of the Chinese Input–Output Network Based on Relative Entropy Theory Li, Weidong Wang, Anjian Xing, Wanli Entropy (Basel) Article The input–output (IO) network is the quantitative description of an IO-based economy in which nodes represent industries and edges connecting nodes represent the economic connection between industries. Robustness refers to the ability of tolerating perturbations that might affect the system’s functional body. There is both practical and theoretical significance to explore the robustness of the IO network for economic development. In this paper, we probe the robustness of the Chinese IO network based on the relative entropy of the probability distribution of network parameters (node degree, strongest path betweenness, downstream closeness and upstream closeness) under random node or edge failure and intentional node or edge attack. It is found that the Chinese IO network shows relatively weak robustness when it is under intentional attack, but relatively strong robustness when it is under random failure. Our experiment also verifies the applicability and effectiveness of the relative entropy model in measuring the robustness of the IO network. MDPI 2022-07-29 /pmc/articles/PMC9407281/ /pubmed/36010707 http://dx.doi.org/10.3390/e24081043 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Weidong Wang, Anjian Xing, Wanli Research on the Robustness of the Chinese Input–Output Network Based on Relative Entropy Theory |
title | Research on the Robustness of the Chinese Input–Output Network Based on Relative Entropy Theory |
title_full | Research on the Robustness of the Chinese Input–Output Network Based on Relative Entropy Theory |
title_fullStr | Research on the Robustness of the Chinese Input–Output Network Based on Relative Entropy Theory |
title_full_unstemmed | Research on the Robustness of the Chinese Input–Output Network Based on Relative Entropy Theory |
title_short | Research on the Robustness of the Chinese Input–Output Network Based on Relative Entropy Theory |
title_sort | research on the robustness of the chinese input–output network based on relative entropy theory |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407281/ https://www.ncbi.nlm.nih.gov/pubmed/36010707 http://dx.doi.org/10.3390/e24081043 |
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