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Pre-location for temporary distribution station of urban emergency materials considering priority under COVID-19: A case study of Wuhan City, China()

In order to avoid the huge hidden dangers caused by emergencies, it is particularly vital to make a reasonable pre-location and layout of emergency logistics facilities. A multi-objective pre-location model of temporary distribution station for emergency materials was built, which considered the pro...

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Detalles Bibliográficos
Autores principales: Yang, Yun, Ma, Changxi, Ling, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8949914/
https://www.ncbi.nlm.nih.gov/pubmed/35350138
http://dx.doi.org/10.1016/j.physa.2022.127291
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author Yang, Yun
Ma, Changxi
Ling, Gang
author_facet Yang, Yun
Ma, Changxi
Ling, Gang
author_sort Yang, Yun
collection PubMed
description In order to avoid the huge hidden dangers caused by emergencies, it is particularly vital to make a reasonable pre-location and layout of emergency logistics facilities. A multi-objective pre-location model of temporary distribution station for emergency materials was built, which considered the problems of information shortage and uncertain demand after the incident with minimum time, maximum time satisfaction, minimum delivery cost and psychological trauma to the masses. The priority of candidate points was solved by comprehensive evaluation methods, the nominal demand of served points was estimated by triangular fuzzy number theory (TFN), and the location model was solved by non-dominated sorting genetic algorithm. In addition, the optimal schemes without priority and considering it were compared and analyzed, the practicability of the model is verified by concrete examples. The results show the time and cost reduction of 7.754% and 25.651%, an increment of total satisfaction value of the scheme considering location priority. Therefore, the model and algorithm provide theoretical support and practical ideas for solving the location problem, which can better complete the task of the location problem for temporary distribution stations of urban emergency materials.
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spelling pubmed-89499142022-03-25 Pre-location for temporary distribution station of urban emergency materials considering priority under COVID-19: A case study of Wuhan City, China() Yang, Yun Ma, Changxi Ling, Gang Physica A Article In order to avoid the huge hidden dangers caused by emergencies, it is particularly vital to make a reasonable pre-location and layout of emergency logistics facilities. A multi-objective pre-location model of temporary distribution station for emergency materials was built, which considered the problems of information shortage and uncertain demand after the incident with minimum time, maximum time satisfaction, minimum delivery cost and psychological trauma to the masses. The priority of candidate points was solved by comprehensive evaluation methods, the nominal demand of served points was estimated by triangular fuzzy number theory (TFN), and the location model was solved by non-dominated sorting genetic algorithm. In addition, the optimal schemes without priority and considering it were compared and analyzed, the practicability of the model is verified by concrete examples. The results show the time and cost reduction of 7.754% and 25.651%, an increment of total satisfaction value of the scheme considering location priority. Therefore, the model and algorithm provide theoretical support and practical ideas for solving the location problem, which can better complete the task of the location problem for temporary distribution stations of urban emergency materials. Elsevier B.V. 2022-07-01 2022-03-25 /pmc/articles/PMC8949914/ /pubmed/35350138 http://dx.doi.org/10.1016/j.physa.2022.127291 Text en © 2022 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Yang, Yun
Ma, Changxi
Ling, Gang
Pre-location for temporary distribution station of urban emergency materials considering priority under COVID-19: A case study of Wuhan City, China()
title Pre-location for temporary distribution station of urban emergency materials considering priority under COVID-19: A case study of Wuhan City, China()
title_full Pre-location for temporary distribution station of urban emergency materials considering priority under COVID-19: A case study of Wuhan City, China()
title_fullStr Pre-location for temporary distribution station of urban emergency materials considering priority under COVID-19: A case study of Wuhan City, China()
title_full_unstemmed Pre-location for temporary distribution station of urban emergency materials considering priority under COVID-19: A case study of Wuhan City, China()
title_short Pre-location for temporary distribution station of urban emergency materials considering priority under COVID-19: A case study of Wuhan City, China()
title_sort pre-location for temporary distribution station of urban emergency materials considering priority under covid-19: a case study of wuhan city, china()
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8949914/
https://www.ncbi.nlm.nih.gov/pubmed/35350138
http://dx.doi.org/10.1016/j.physa.2022.127291
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