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Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products
In view of the significance of transportation management and logistics in the economic concept and raising the productivity of production systems, well-timed procurement of perishable materials and goods is determined as a pivotal prerequisite for economic and environmental development. Since the pe...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7943401/ https://www.ncbi.nlm.nih.gov/pubmed/33689127 http://dx.doi.org/10.1007/s11356-021-13059-6 |
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author | Talouki, Reza Zakaryaei Javadian, Nikbakhsh Movahedi, Mohammad Mehdi |
author_facet | Talouki, Reza Zakaryaei Javadian, Nikbakhsh Movahedi, Mohammad Mehdi |
author_sort | Talouki, Reza Zakaryaei |
collection | PubMed |
description | In view of the significance of transportation management and logistics in the economic concept and raising the productivity of production systems, well-timed procurement of perishable materials and goods is determined as a pivotal prerequisite for economic and environmental development. Since the perishable goods produced must be made delivered to consumers as early as possible on account of the limited lifespan, thus, the vulnerability of these products is extremely high, owing to the high cost of transportation as well as the environmental impacts. So that solves this problem, this study represents a problem of dynamic green vehicle routing of perishable products in green traffic conditions that optimizes the total cost for a dynamic transportation network and minimizes environmental influences, and increases customer satisfaction. The introduced model is implemented in light of time windows as a trustworthy solution for monitoring the dynamic logistics process and attaining instantaneous information on the basis of the green traffic situation and travel duration, which is commonly known by the Logit function. Assuming the three-objective programming model, we consider a new improved algorithm developed for a novel augmented ε-constraint heuristic approach. Furthermore, robust optimization has been conducted for the established problem to tackle with uncertainties. Uncertainties are included demand and economic parameters. Eventually, to validate the proposed model, a case study was carried out at Kaleh Amol Dairy Company in Iran. The conclusions of sensitivity analysis by implementing the model in the real world indicate that the model and approach presented in various uncertainty scenarios have high flexibility. |
format | Online Article Text |
id | pubmed-7943401 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-79434012021-03-10 Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products Talouki, Reza Zakaryaei Javadian, Nikbakhsh Movahedi, Mohammad Mehdi Environ Sci Pollut Res Int Research Article In view of the significance of transportation management and logistics in the economic concept and raising the productivity of production systems, well-timed procurement of perishable materials and goods is determined as a pivotal prerequisite for economic and environmental development. Since the perishable goods produced must be made delivered to consumers as early as possible on account of the limited lifespan, thus, the vulnerability of these products is extremely high, owing to the high cost of transportation as well as the environmental impacts. So that solves this problem, this study represents a problem of dynamic green vehicle routing of perishable products in green traffic conditions that optimizes the total cost for a dynamic transportation network and minimizes environmental influences, and increases customer satisfaction. The introduced model is implemented in light of time windows as a trustworthy solution for monitoring the dynamic logistics process and attaining instantaneous information on the basis of the green traffic situation and travel duration, which is commonly known by the Logit function. Assuming the three-objective programming model, we consider a new improved algorithm developed for a novel augmented ε-constraint heuristic approach. Furthermore, robust optimization has been conducted for the established problem to tackle with uncertainties. Uncertainties are included demand and economic parameters. Eventually, to validate the proposed model, a case study was carried out at Kaleh Amol Dairy Company in Iran. The conclusions of sensitivity analysis by implementing the model in the real world indicate that the model and approach presented in various uncertainty scenarios have high flexibility. Springer Berlin Heidelberg 2021-03-10 2021 /pmc/articles/PMC7943401/ /pubmed/33689127 http://dx.doi.org/10.1007/s11356-021-13059-6 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH, DE part of Springer Nature 2021 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 | Research Article Talouki, Reza Zakaryaei Javadian, Nikbakhsh Movahedi, Mohammad Mehdi Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products |
title | Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products |
title_full | Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products |
title_fullStr | Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products |
title_full_unstemmed | Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products |
title_short | Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products |
title_sort | optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7943401/ https://www.ncbi.nlm.nih.gov/pubmed/33689127 http://dx.doi.org/10.1007/s11356-021-13059-6 |
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