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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...

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Detalles Bibliográficos
Autores principales: Li, Weidong, Wang, Anjian, Xing, Wanli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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