A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chain
Supply chain network design plays a crucial role in supply chain management. With government support as well as restriction and legislation, the enhancement of environmental awareness, and the drive of economic interest, reverse logistics have been incorporated into the supply chain, forming a close...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Taylor & Francis Group
2020-05-01
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| Series: | International Journal of Sustainable Engineering |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.1080/19397038.2019.1644388 |
| _version_ | 1827810879779897344 |
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| author | Chuanrui Yang Xiaohui Chen |
| author_facet | Chuanrui Yang Xiaohui Chen |
| author_sort | Chuanrui Yang |
| collection | DOAJ |
| description | Supply chain network design plays a crucial role in supply chain management. With government support as well as restriction and legislation, the enhancement of environmental awareness, and the drive of economic interest, reverse logistics have been incorporated into the supply chain, forming a closed-loop supply chain. The collection centre, which helps recycle and classify returned products, is a vital hub in closed-loop networks. Regarding the location problem, this study proposes a novel approach that integrates a fuzzy analysis network process and multi-objective mixed-integer linear programming to analyse qualitative and quantitative factors: social, political, and environmental factors, including costs, $$C{O_2}$$ emissions, and responsiveness. Hence, an ε-constraint method is applied to examine the proposed framework. Finally, uncertain scenarios and different scale problems are discussed. Orthogonal experiments provide a sufficient basis for decision-making. |
| first_indexed | 2024-03-11T22:57:37Z |
| format | Article |
| id | doaj.art-81dd74dfce9c4effbbb060fcee221153 |
| institution | Directory Open Access Journal |
| issn | 1939-7038 1939-7046 |
| language | English |
| last_indexed | 2024-03-11T22:57:37Z |
| publishDate | 2020-05-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | International Journal of Sustainable Engineering |
| spelling | doaj.art-81dd74dfce9c4effbbb060fcee2211532023-09-21T15:17:03ZengTaylor & Francis GroupInternational Journal of Sustainable Engineering1939-70381939-70462020-05-0113317118310.1080/19397038.2019.16443881644388A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chainChuanrui Yang0Xiaohui Chen1Faw-Volkswagen Automotive Co., LtdChongqing UniversitySupply chain network design plays a crucial role in supply chain management. With government support as well as restriction and legislation, the enhancement of environmental awareness, and the drive of economic interest, reverse logistics have been incorporated into the supply chain, forming a closed-loop supply chain. The collection centre, which helps recycle and classify returned products, is a vital hub in closed-loop networks. Regarding the location problem, this study proposes a novel approach that integrates a fuzzy analysis network process and multi-objective mixed-integer linear programming to analyse qualitative and quantitative factors: social, political, and environmental factors, including costs, $$C{O_2}$$ emissions, and responsiveness. Hence, an ε-constraint method is applied to examine the proposed framework. Finally, uncertain scenarios and different scale problems are discussed. Orthogonal experiments provide a sufficient basis for decision-making.http://dx.doi.org/10.1080/19397038.2019.1644388closed-loop supply chainmulti-factorfuzzy analytic network processmulti-objective mixed integer linear programmingfacility location |
| spellingShingle | Chuanrui Yang Xiaohui Chen A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chain International Journal of Sustainable Engineering closed-loop supply chain multi-factor fuzzy analytic network process multi-objective mixed integer linear programming facility location |
| title | A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chain |
| title_full | A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chain |
| title_fullStr | A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chain |
| title_full_unstemmed | A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chain |
| title_short | A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chain |
| title_sort | novel approach integrating fanp and momilp for the collection centre location problem in closed loop supply chain |
| topic | closed-loop supply chain multi-factor fuzzy analytic network process multi-objective mixed integer linear programming facility location |
| url | http://dx.doi.org/10.1080/19397038.2019.1644388 |
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