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Emergency Logistics Distribution Optimization Model and Algorithm in Disaster Chain
Emergency logistics distribution of disasters and accidents is an effective means to reduce the loss of lives and property. On the condition of meeting the timeliness requirement of emergency logistics, the study of emergency logistics distribution can rationally schedule vehicle, substantially redu...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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2012
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7120652/ http://dx.doi.org/10.1007/978-1-4471-4856-2_45 |
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author | Xian, Qiang |
author_facet | Xian, Qiang |
author_sort | Xian, Qiang |
collection | PubMed |
description | Emergency logistics distribution of disasters and accidents is an effective means to reduce the loss of lives and property. On the condition of meeting the timeliness requirement of emergency logistics, the study of emergency logistics distribution can rationally schedule vehicle, substantially reduce the vehicle allocation time and the logistical cost. Through the analysis of the characteristics of rescue emergency logistics, the system structure of emergency logistics distribution is proposed. After the material distribution optimization model for emergency logistics is established, an improved genetic algorithm is designed to solve this problem. In improved genetic algorithm, the best individual reservations, roulette selection, blend crossover, and blend mutation have been adopted to avoid premature convergence and enhance the process efficiency. A numeric example is presented to validate the feasibility and effectiveness of the model and its algorithm. |
format | Online Article Text |
id | pubmed-7120652 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
record_format | MEDLINE/PubMed |
spelling | pubmed-71206522020-04-06 Emergency Logistics Distribution Optimization Model and Algorithm in Disaster Chain Xian, Qiang Proceedings of the International Conference on Information Engineering and Applications (IEA) 2012 Article Emergency logistics distribution of disasters and accidents is an effective means to reduce the loss of lives and property. On the condition of meeting the timeliness requirement of emergency logistics, the study of emergency logistics distribution can rationally schedule vehicle, substantially reduce the vehicle allocation time and the logistical cost. Through the analysis of the characteristics of rescue emergency logistics, the system structure of emergency logistics distribution is proposed. After the material distribution optimization model for emergency logistics is established, an improved genetic algorithm is designed to solve this problem. In improved genetic algorithm, the best individual reservations, roulette selection, blend crossover, and blend mutation have been adopted to avoid premature convergence and enhance the process efficiency. A numeric example is presented to validate the feasibility and effectiveness of the model and its algorithm. 2012-11-02 /pmc/articles/PMC7120652/ http://dx.doi.org/10.1007/978-1-4471-4856-2_45 Text en © Springer-Verlag London 2013 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Xian, Qiang Emergency Logistics Distribution Optimization Model and Algorithm in Disaster Chain |
title | Emergency Logistics Distribution Optimization Model and Algorithm in Disaster Chain |
title_full | Emergency Logistics Distribution Optimization Model and Algorithm in Disaster Chain |
title_fullStr | Emergency Logistics Distribution Optimization Model and Algorithm in Disaster Chain |
title_full_unstemmed | Emergency Logistics Distribution Optimization Model and Algorithm in Disaster Chain |
title_short | Emergency Logistics Distribution Optimization Model and Algorithm in Disaster Chain |
title_sort | emergency logistics distribution optimization model and algorithm in disaster chain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7120652/ http://dx.doi.org/10.1007/978-1-4471-4856-2_45 |
work_keys_str_mv | AT xianqiang emergencylogisticsdistributionoptimizationmodelandalgorithmindisasterchain |