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Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control
Study on fresh food safety reliability and temperature control has being a research focus in the fresh food cold distribution optimization study field. On this basis, optimization of transportation routing problem with time windows for fresh food in time-varying road network is studied by considerin...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7384659/ https://www.ncbi.nlm.nih.gov/pubmed/32716964 http://dx.doi.org/10.1371/journal.pone.0235950 |
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author | Zhao, Zhixue Li, Xiamiao Zhou, Xiancheng |
author_facet | Zhao, Zhixue Li, Xiamiao Zhou, Xiancheng |
author_sort | Zhao, Zhixue |
collection | PubMed |
description | Study on fresh food safety reliability and temperature control has being a research focus in the fresh food cold distribution optimization study field. On this basis, optimization of transportation routing problem with time windows for fresh food in time-varying road network is studied by considering both economic cost and fresh food safety loss. A calculation method for path division strategy is designed. A food safety value loss measurement function, a metric function of energy and heat conversion a measure function of carbon emission rate are employed by considering time-varying vehicle speeds, fuel consumptions, cost of temperature control, the loss of food safety reliability and carbon emissions from transportation and temperature control. The fresh food cold chain distribution vehicle routing problem model with time windows in time-varying road network is formulated based on the objective of the distribution cost and food safety value loss minimization. According to the characteristics of the model, an adaptive improved ant colony algorithm is designed. Finally, the experimental data show that the model can effectively avoid the congestion period, reasonably control the refrigeration temperature, reduce the distribution cost, and improve food safety. |
format | Online Article Text |
id | pubmed-7384659 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-73846592020-08-05 Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control Zhao, Zhixue Li, Xiamiao Zhou, Xiancheng PLoS One Research Article Study on fresh food safety reliability and temperature control has being a research focus in the fresh food cold distribution optimization study field. On this basis, optimization of transportation routing problem with time windows for fresh food in time-varying road network is studied by considering both economic cost and fresh food safety loss. A calculation method for path division strategy is designed. A food safety value loss measurement function, a metric function of energy and heat conversion a measure function of carbon emission rate are employed by considering time-varying vehicle speeds, fuel consumptions, cost of temperature control, the loss of food safety reliability and carbon emissions from transportation and temperature control. The fresh food cold chain distribution vehicle routing problem model with time windows in time-varying road network is formulated based on the objective of the distribution cost and food safety value loss minimization. According to the characteristics of the model, an adaptive improved ant colony algorithm is designed. Finally, the experimental data show that the model can effectively avoid the congestion period, reasonably control the refrigeration temperature, reduce the distribution cost, and improve food safety. Public Library of Science 2020-07-27 /pmc/articles/PMC7384659/ /pubmed/32716964 http://dx.doi.org/10.1371/journal.pone.0235950 Text en © 2020 Zhao 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 Zhao, Zhixue Li, Xiamiao Zhou, Xiancheng Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control |
title | Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control |
title_full | Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control |
title_fullStr | Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control |
title_full_unstemmed | Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control |
title_short | Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control |
title_sort | optimization of transportation routing problem for fresh food in time-varying road network: considering both food safety reliability and temperature control |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7384659/ https://www.ncbi.nlm.nih.gov/pubmed/32716964 http://dx.doi.org/10.1371/journal.pone.0235950 |
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