Designing an integrated blockchain-enabled supply chain network under uncertainty

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dc.authoridTirkolaee, Erfan Babaee/0000-0003-1664-9210
dc.authorwosidJokar, Mohammad Reza Akbari/AAS-6401-2021
dc.authorwosidTirkolaee, Erfan Babaee/U-3676-2017
dc.contributor.authorBabaei, Ardavan
dc.contributor.authorKhedmati, Majid
dc.contributor.authorJokar, Mohammad Reza Akbari
dc.contributor.authorTirkolaee, Erfan Babaee
dc.date.accessioned2024-05-19T14:50:36Z
dc.date.available2024-05-19T14:50:36Z
dc.date.issued2023
dc.departmentİstinye Üniversitesien_US
dc.description.abstractWith the development of communication infrastructure, the design of supply chains has changed significantly. Blockchain technology, as one of the most cutting-edge technologies, can promote transparency among members of the supply chain network. To the best of our knowledge, this is the first study that tries to develop a novel bi-objective optimization model to integrate the transparency resulting from the use of blockchain for designing a three-level supply chain network. The first objective function is to minimize total cost while the second objective function seeks to maximize transparency based on the application of blockchain technology. Moreover, it is worth noting that it is the first attempt to investigate the role of a blockchain model under stochastic conditions. The bi-objectiveness and stochastic nature of the proposed model are then treated using Fuzzy Goal Programming (FGP) and Chance-Constrained programming (CCP) approaches, respectively. To tackle the problem, an improved Branch and Efficiency (B&E) algorithm is developed by incorporating transparency along with cost and service. The impacts of blockchain exclusively through transparency (Case 1) or through transparency, cost, and benefits (Case 2) in Supply Chain Design (SCD) are compared. The results demonstrated that the first case has less computational complexity and better scalability, while the second case has more transparency, less congestion, and more security. As one of the main implications, supply chain managers who are focused on cost minimization as well as transparency maximization are advised to take into account the trade-off between featuring costs and benefits of blockchain technology.en_US
dc.identifier.doi10.1038/s41598-023-30439-9
dc.identifier.issn2045-2322
dc.identifier.issue1en_US
dc.identifier.pmid36894678en_US
dc.identifier.scopus2-s2.0-85149688616en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org10.1038/s41598-023-30439-9
dc.identifier.urihttps://hdl.handle.net/20.500.12713/5754
dc.identifier.volume13en_US
dc.identifier.wosWOS:000955919300050en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherNature Portfolioen_US
dc.relation.ispartofScientific Reportsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmz20240519_kaen_US
dc.subjectAlgorithmen_US
dc.titleDesigning an integrated blockchain-enabled supply chain network under uncertaintyen_US
dc.typeArticleen_US

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