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Optimization of emergency allocation of necessities of life based on fractal perspective
The supply and reserves of emergency necessities of life are important for emergency management in disaster events. The scope of the necessities of life changes with social development, and their reserves and allocation in sudden disaster events continually face new challenges. Timely distribution o...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10523312/ https://www.ncbi.nlm.nih.gov/pubmed/37771837 http://dx.doi.org/10.3389/fpubh.2023.1245415 |
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author | Li, Hong Zhou, Zhe Hu, Chuan Ning, Yumei Wang, Zihao Huang, Hua Tao, Kangsheng |
author_facet | Li, Hong Zhou, Zhe Hu, Chuan Ning, Yumei Wang, Zihao Huang, Hua Tao, Kangsheng |
author_sort | Li, Hong |
collection | PubMed |
description | The supply and reserves of emergency necessities of life are important for emergency management in disaster events. The scope of the necessities of life changes with social development, and their reserves and allocation in sudden disaster events continually face new challenges. Timely distribution of the necessities of life during disasters is critical to saving lives and maintaining social order. Therefore, this study proposes a fractal multi-level distribution network (FMDN) optimization model with multiple warehouse points, multiple emergency distribution centers, and multiple disaster points from the perspective of fractal theory. The FMDN model considers the influence of road damage on vehicle speed and the dynamic change in demand at the affected points. The FMDN model aims to minimize the operating costs of a distribution network, including the cost of building emergency reserve points, transportation costs, and penalty costs for lack of demand. Numerical experiments verify the feasibility of the model. The FMDN model is solved using LINGO software programming, and an optimal distribution path and quantity are obtained. Analyzing the numerical example results shows that the model is suitable for emergencies and has good applicability. |
format | Online Article Text |
id | pubmed-10523312 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105233122023-09-28 Optimization of emergency allocation of necessities of life based on fractal perspective Li, Hong Zhou, Zhe Hu, Chuan Ning, Yumei Wang, Zihao Huang, Hua Tao, Kangsheng Front Public Health Public Health The supply and reserves of emergency necessities of life are important for emergency management in disaster events. The scope of the necessities of life changes with social development, and their reserves and allocation in sudden disaster events continually face new challenges. Timely distribution of the necessities of life during disasters is critical to saving lives and maintaining social order. Therefore, this study proposes a fractal multi-level distribution network (FMDN) optimization model with multiple warehouse points, multiple emergency distribution centers, and multiple disaster points from the perspective of fractal theory. The FMDN model considers the influence of road damage on vehicle speed and the dynamic change in demand at the affected points. The FMDN model aims to minimize the operating costs of a distribution network, including the cost of building emergency reserve points, transportation costs, and penalty costs for lack of demand. Numerical experiments verify the feasibility of the model. The FMDN model is solved using LINGO software programming, and an optimal distribution path and quantity are obtained. Analyzing the numerical example results shows that the model is suitable for emergencies and has good applicability. Frontiers Media S.A. 2023-09-12 /pmc/articles/PMC10523312/ /pubmed/37771837 http://dx.doi.org/10.3389/fpubh.2023.1245415 Text en Copyright © 2023 Li, Zhou, Hu, Ning, Wang, Huang and Tao. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Li, Hong Zhou, Zhe Hu, Chuan Ning, Yumei Wang, Zihao Huang, Hua Tao, Kangsheng Optimization of emergency allocation of necessities of life based on fractal perspective |
title | Optimization of emergency allocation of necessities of life based on fractal perspective |
title_full | Optimization of emergency allocation of necessities of life based on fractal perspective |
title_fullStr | Optimization of emergency allocation of necessities of life based on fractal perspective |
title_full_unstemmed | Optimization of emergency allocation of necessities of life based on fractal perspective |
title_short | Optimization of emergency allocation of necessities of life based on fractal perspective |
title_sort | optimization of emergency allocation of necessities of life based on fractal perspective |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10523312/ https://www.ncbi.nlm.nih.gov/pubmed/37771837 http://dx.doi.org/10.3389/fpubh.2023.1245415 |
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