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Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments

Uncertainty is one of the main sources of risk of geological hazards in tunnel engineering. Uncertainty information not only affects the accuracy of evaluation results, but also affects the reliability of decision-making schemes. Therefore, it is necessary to evaluate and control the impact of uncer...

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Autores principales: Xia, Yuanpu, Xiong, Ziming, Wen, Zhu, Lu, Hao, Dong, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513039/
https://www.ncbi.nlm.nih.gov/pubmed/33265593
http://dx.doi.org/10.3390/e20070503
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author Xia, Yuanpu
Xiong, Ziming
Wen, Zhu
Lu, Hao
Dong, Xin
author_facet Xia, Yuanpu
Xiong, Ziming
Wen, Zhu
Lu, Hao
Dong, Xin
author_sort Xia, Yuanpu
collection PubMed
description Uncertainty is one of the main sources of risk of geological hazards in tunnel engineering. Uncertainty information not only affects the accuracy of evaluation results, but also affects the reliability of decision-making schemes. Therefore, it is necessary to evaluate and control the impact of uncertainty on risk. In this study, the problems in the existing entropy-hazard model such as inefficient decision-making and failure of decision-making are analysed, and an improved uncertainty evaluation and control process are proposed. Then the tolerance cost, the key factor in the decision-making model, is also discussed. It is considered that the amount of change in risk value ([Formula: see text]) can better reflect the psychological behaviour of decision-makers. Thirdly, common multi-attribute decision-making models, such as the expected utility-entropy model, are analysed, and then the viewpoint of different types of decision-making issues that require different decision methods is proposed. The well-known Allais paradox is explained by the proposed methods. Finally, the engineering application results show that the uncertainty control idea proposed here is accurate and effective. This research indicates a direction for further research into uncertainty, and risk control, issues affecting underground engineering works.
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spelling pubmed-75130392020-11-09 Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments Xia, Yuanpu Xiong, Ziming Wen, Zhu Lu, Hao Dong, Xin Entropy (Basel) Article Uncertainty is one of the main sources of risk of geological hazards in tunnel engineering. Uncertainty information not only affects the accuracy of evaluation results, but also affects the reliability of decision-making schemes. Therefore, it is necessary to evaluate and control the impact of uncertainty on risk. In this study, the problems in the existing entropy-hazard model such as inefficient decision-making and failure of decision-making are analysed, and an improved uncertainty evaluation and control process are proposed. Then the tolerance cost, the key factor in the decision-making model, is also discussed. It is considered that the amount of change in risk value ([Formula: see text]) can better reflect the psychological behaviour of decision-makers. Thirdly, common multi-attribute decision-making models, such as the expected utility-entropy model, are analysed, and then the viewpoint of different types of decision-making issues that require different decision methods is proposed. The well-known Allais paradox is explained by the proposed methods. Finally, the engineering application results show that the uncertainty control idea proposed here is accurate and effective. This research indicates a direction for further research into uncertainty, and risk control, issues affecting underground engineering works. MDPI 2018-07-01 /pmc/articles/PMC7513039/ /pubmed/33265593 http://dx.doi.org/10.3390/e20070503 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xia, Yuanpu
Xiong, Ziming
Wen, Zhu
Lu, Hao
Dong, Xin
Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments
title Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments
title_full Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments
title_fullStr Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments
title_full_unstemmed Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments
title_short Entropy-Based Risk Control of Geological Disasters in Mountain Tunnels under Uncertain Environments
title_sort entropy-based risk control of geological disasters in mountain tunnels under uncertain environments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513039/
https://www.ncbi.nlm.nih.gov/pubmed/33265593
http://dx.doi.org/10.3390/e20070503
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