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Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness
This research shows a Viable Supply Chain with Vendor Managed Inventory approach by considering Blockchain, Risk, and Robustness. We embedded Blockchain Technology (BCT) to improve SC agility. To tackle risk and robustness, we suggest a new objective function with the weighted expected value, worst...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9755805/ https://www.ncbi.nlm.nih.gov/pubmed/36540381 http://dx.doi.org/10.1007/s10479-022-05119-y |
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author | Lotfi, Reza Rajabzadeh, Mohsen Zamani, Abolfazl Rajabi, Mohammad Sadra |
author_facet | Lotfi, Reza Rajabzadeh, Mohsen Zamani, Abolfazl Rajabi, Mohammad Sadra |
author_sort | Lotfi, Reza |
collection | PubMed |
description | This research shows a Viable Supply Chain with Vendor Managed Inventory approach by considering Blockchain, Risk, and Robustness. We embedded Blockchain Technology (BCT) to improve SC agility. To tackle risk and robustness, we suggest a new objective function with the weighted expected value, worst case, and Entropic Value at Risk for considering risk and robustness under different scenarios. This model is Mixed-Integer Linear Programming, and GAMS-Bonmin is utilized to solve it. The case study of this research is on the Pharmacy industry. We compare problems in the situation with BCT and without BCT. The results show that the cost function of the main problem without BCT is greater than the same problem with BCT, and its gaps are 0.61%. Finally, the cost function increase by increasing the conservative coefficient and decreasing the resiliency coefficient. The cost function reduces by increasing the confidence level. We change the scale of the problem and define problems. By increasing the scale of the problem, the solution time increased. |
format | Online Article Text |
id | pubmed-9755805 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-97558052022-12-16 Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness Lotfi, Reza Rajabzadeh, Mohsen Zamani, Abolfazl Rajabi, Mohammad Sadra Ann Oper Res Original Research This research shows a Viable Supply Chain with Vendor Managed Inventory approach by considering Blockchain, Risk, and Robustness. We embedded Blockchain Technology (BCT) to improve SC agility. To tackle risk and robustness, we suggest a new objective function with the weighted expected value, worst case, and Entropic Value at Risk for considering risk and robustness under different scenarios. This model is Mixed-Integer Linear Programming, and GAMS-Bonmin is utilized to solve it. The case study of this research is on the Pharmacy industry. We compare problems in the situation with BCT and without BCT. The results show that the cost function of the main problem without BCT is greater than the same problem with BCT, and its gaps are 0.61%. Finally, the cost function increase by increasing the conservative coefficient and decreasing the resiliency coefficient. The cost function reduces by increasing the confidence level. We change the scale of the problem and define problems. By increasing the scale of the problem, the solution time increased. Springer US 2022-12-16 /pmc/articles/PMC9755805/ /pubmed/36540381 http://dx.doi.org/10.1007/s10479-022-05119-y Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 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 | Original Research Lotfi, Reza Rajabzadeh, Mohsen Zamani, Abolfazl Rajabi, Mohammad Sadra Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness |
title | Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness |
title_full | Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness |
title_fullStr | Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness |
title_full_unstemmed | Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness |
title_short | Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness |
title_sort | viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9755805/ https://www.ncbi.nlm.nih.gov/pubmed/36540381 http://dx.doi.org/10.1007/s10479-022-05119-y |
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