Reliability optimization in a four-echelon green closed-loop supply chain network considering stochastic demand and carbon price

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dc.authorscopusid57214602414
dc.authorscopusid57209692346
dc.contributor.authorNosrati, Mahmood
dc.contributor.authorKhamseh, Alireza Arshadi
dc.date.accessioned2024-09-11T19:58:27Z
dc.date.available2024-09-11T19:58:27Z
dc.date.issued2020
dc.departmentİstanbul Gelişim Üniversitesien_US
dc.description.abstractIn recent years, one of the goals of any company is to increase overall production and process reliability. Hereupon supply chain reliability has been gaining growing attention and provides a technical framework for quantifying supply chain risks and uncertainties. In this paper, supply chain reliability was investigated in a two-stage stochastic programming model to design reliable closed-loop green four-echelon forward/backward supply chain networks. The purpose of this model was to maximize the total reliability of the supply chain based on the structural reliability theory. Our proposed model also minimized the cost of the supply chain by definition of recycling centres and the cost of penalizing unauthorized carbon emission and damages. The model optimized the locations of factories, warehouses, and recycling centres considering stochastic modes for demands and carbon price, as well as the flow between different sectors and the optimal orders. As the proposed model was a mixed-integer nonlinear problem, both e-constraint method and the metaheuristic algorithm (NSGA-II) were used in different scales and the sensitivity analysis was performed for critical parameters. © 2020 by the authors; license Growing Science, Canada.en_US
dc.identifier.doi10.5267/j.uscm.2020.5.002
dc.identifier.endpage472en_US
dc.identifier.issn2291-6822en_US
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85085336312en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage457en_US
dc.identifier.urihttps://doi.org/10.5267/j.uscm.2020.5.002
dc.identifier.urihttps://hdl.handle.net/11363/8486
dc.identifier.volume8en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherGrowing Scienceen_US
dc.relation.ispartofUncertain Supply Chain Managementen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmz20240903_Gen_US
dc.subjectCarbon trading; Design; Green supply chain network; NSGA-II; Programming; Stochastic Bi-Objective; Structural reliability theoryen_US
dc.titleReliability optimization in a four-echelon green closed-loop supply chain network considering stochastic demand and carbon priceen_US
dc.typeArticleen_US

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