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A heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems
In today’s hyper-competitive marketplace, the crucial role of the sustainability concept has been highlighted more. Hence, managers’ attention has been attracted to the concept of sustainable supply chains. On the other hand, after the COVID-19 outbreak, the importance of medical devices and their d...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9321313/ https://www.ncbi.nlm.nih.gov/pubmed/35882735 http://dx.doi.org/10.1007/s11356-022-22147-0 |
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author | Taheri, Farid Moghaddam, Babak Farhang |
author_facet | Taheri, Farid Moghaddam, Babak Farhang |
author_sort | Taheri, Farid |
collection | PubMed |
description | In today’s hyper-competitive marketplace, the crucial role of the sustainability concept has been highlighted more. Hence, managers’ attention has been attracted to the concept of sustainable supply chains. On the other hand, after the COVID-19 outbreak, the importance of medical devices and their demand has drastically enhanced, which has led to shifting the attention of researchers toward this industry. In this regard, based on the importance of the mentioned points, the current study configures a sustainable supply chain network for the medical devices industry. In this way, given the crucial role of the oxygen concentrator during the COVID-19 outbreak, the present study investigates the supply chain of the mentioned goods as a case study. Also, this research develops an efficient hybrid solution method based on goal programming, a heuristic algorithm, and the simulated annealing algorithm to solve the suggested model. Eventually, sensitivity analysis is conducted to examine the influence of the crucial parameters of the model on the outputs, and managerial insights are provided. According to the achieved results, the suggested model and the developed hybrid method demonstrate a good performance which shows their efficiency. |
format | Online Article Text |
id | pubmed-9321313 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-93213132022-07-27 A heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems Taheri, Farid Moghaddam, Babak Farhang Environ Sci Pollut Res Int Research Article In today’s hyper-competitive marketplace, the crucial role of the sustainability concept has been highlighted more. Hence, managers’ attention has been attracted to the concept of sustainable supply chains. On the other hand, after the COVID-19 outbreak, the importance of medical devices and their demand has drastically enhanced, which has led to shifting the attention of researchers toward this industry. In this regard, based on the importance of the mentioned points, the current study configures a sustainable supply chain network for the medical devices industry. In this way, given the crucial role of the oxygen concentrator during the COVID-19 outbreak, the present study investigates the supply chain of the mentioned goods as a case study. Also, this research develops an efficient hybrid solution method based on goal programming, a heuristic algorithm, and the simulated annealing algorithm to solve the suggested model. Eventually, sensitivity analysis is conducted to examine the influence of the crucial parameters of the model on the outputs, and managerial insights are provided. According to the achieved results, the suggested model and the developed hybrid method demonstrate a good performance which shows their efficiency. Springer Berlin Heidelberg 2022-07-26 2022 /pmc/articles/PMC9321313/ /pubmed/35882735 http://dx.doi.org/10.1007/s11356-022-22147-0 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022 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 Taheri, Farid Moghaddam, Babak Farhang A heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems |
title | A heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems |
title_full | A heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems |
title_fullStr | A heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems |
title_full_unstemmed | A heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems |
title_short | A heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems |
title_sort | heuristic-based hybrid algorithm to configure a sustainable supply chain network for medical devices considering information-sharing systems |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9321313/ https://www.ncbi.nlm.nih.gov/pubmed/35882735 http://dx.doi.org/10.1007/s11356-022-22147-0 |
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