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Optimized maritime emergency resource allocation under dynamic demand

Emergency resource is important for people evacuation and property rescue when accident occurs. The relief efforts could be promoted by a reasonable emergency resource allocation schedule in advance. As the marine environment is complicated and changeful, the place, type, severity of maritime accide...

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Detalles Bibliográficos
Autores principales: Zhang, Wenfen, Yan, Xinping, Yang, Jiaqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5730157/
https://www.ncbi.nlm.nih.gov/pubmed/29240792
http://dx.doi.org/10.1371/journal.pone.0189411
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author Zhang, Wenfen
Yan, Xinping
Yang, Jiaqi
author_facet Zhang, Wenfen
Yan, Xinping
Yang, Jiaqi
author_sort Zhang, Wenfen
collection PubMed
description Emergency resource is important for people evacuation and property rescue when accident occurs. The relief efforts could be promoted by a reasonable emergency resource allocation schedule in advance. As the marine environment is complicated and changeful, the place, type, severity of maritime accident is uncertain and stochastic, bringing about dynamic demand of emergency resource. Considering dynamic demand, how to make a reasonable emergency resource allocation schedule is challenging. The key problem is to determine the optimal stock of emergency resource for supplier centers to improve relief efforts. This paper studies the dynamic demand, and which is defined as a set. Then a maritime emergency resource allocation model with uncertain data is presented. Afterwards, a robust approach is developed and used to make sure that the resource allocation schedule performs well with dynamic demand. Finally, a case study shows that the proposed methodology is feasible in maritime emergency resource allocation. The findings could help emergency manager to schedule the emergency resource allocation more flexibly in terms of dynamic demand.
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spelling pubmed-57301572017-12-22 Optimized maritime emergency resource allocation under dynamic demand Zhang, Wenfen Yan, Xinping Yang, Jiaqi PLoS One Research Article Emergency resource is important for people evacuation and property rescue when accident occurs. The relief efforts could be promoted by a reasonable emergency resource allocation schedule in advance. As the marine environment is complicated and changeful, the place, type, severity of maritime accident is uncertain and stochastic, bringing about dynamic demand of emergency resource. Considering dynamic demand, how to make a reasonable emergency resource allocation schedule is challenging. The key problem is to determine the optimal stock of emergency resource for supplier centers to improve relief efforts. This paper studies the dynamic demand, and which is defined as a set. Then a maritime emergency resource allocation model with uncertain data is presented. Afterwards, a robust approach is developed and used to make sure that the resource allocation schedule performs well with dynamic demand. Finally, a case study shows that the proposed methodology is feasible in maritime emergency resource allocation. The findings could help emergency manager to schedule the emergency resource allocation more flexibly in terms of dynamic demand. Public Library of Science 2017-12-14 /pmc/articles/PMC5730157/ /pubmed/29240792 http://dx.doi.org/10.1371/journal.pone.0189411 Text en © 2017 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zhang, Wenfen
Yan, Xinping
Yang, Jiaqi
Optimized maritime emergency resource allocation under dynamic demand
title Optimized maritime emergency resource allocation under dynamic demand
title_full Optimized maritime emergency resource allocation under dynamic demand
title_fullStr Optimized maritime emergency resource allocation under dynamic demand
title_full_unstemmed Optimized maritime emergency resource allocation under dynamic demand
title_short Optimized maritime emergency resource allocation under dynamic demand
title_sort optimized maritime emergency resource allocation under dynamic demand
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5730157/
https://www.ncbi.nlm.nih.gov/pubmed/29240792
http://dx.doi.org/10.1371/journal.pone.0189411
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