Mitigation of Bullwhip Effect in Closed-Loop Supply Chain Based on Fuzzy Robust Control Approach
Uncertainties and lead times make the closed-loop supply chain (CLSC) more complex, less stable, and then the bullwhip effect (BE) will become more intense. This paper will address a fuzzy robust control (FRC) approach to mitigate the BE in the uncertain CLSC with lead times. For the reverse channel...
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| Format: | Article |
| Language: | English |
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Wiley
2020-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2020/1085870 |
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| author | Songtao Zhang Min Zhang |
| author_facet | Songtao Zhang Min Zhang |
| author_sort | Songtao Zhang |
| collection | DOAJ |
| description | Uncertainties and lead times make the closed-loop supply chain (CLSC) more complex, less stable, and then the bullwhip effect (BE) will become more intense. This paper will address a fuzzy robust control (FRC) approach to mitigate the BE in the uncertain CLSC with lead times. For the reverse channels for products in the CLSC, the customers’ used products are recycled by both the manufacturer and the third party recovery provider, and new products bought by customers within a certain period of time can be returned to the retailer. In the CLSC system, the state transformation equations of the inventories and the total operation cost are set up. A new FRC approach is proposed to mitigate the BE and realize the robust stability of the uncertain CLSC with lead times. A simulation example verifies the mitigation effect of the BE under the proposed FRC approach. |
| format | Article |
| id | doaj-art-d0adf7e7dd85447e8451447b2df5f8d6 |
| institution | OA Journals |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-d0adf7e7dd85447e8451447b2df5f8d62025-08-20T02:20:05ZengWileyComplexity1076-27871099-05262020-01-01202010.1155/2020/10858701085870Mitigation of Bullwhip Effect in Closed-Loop Supply Chain Based on Fuzzy Robust Control ApproachSongtao Zhang0Min Zhang1School of Logistics, Linyi University, Linyi 276005, ChinaLibrary, Linyi University, Linyi 276005, ChinaUncertainties and lead times make the closed-loop supply chain (CLSC) more complex, less stable, and then the bullwhip effect (BE) will become more intense. This paper will address a fuzzy robust control (FRC) approach to mitigate the BE in the uncertain CLSC with lead times. For the reverse channels for products in the CLSC, the customers’ used products are recycled by both the manufacturer and the third party recovery provider, and new products bought by customers within a certain period of time can be returned to the retailer. In the CLSC system, the state transformation equations of the inventories and the total operation cost are set up. A new FRC approach is proposed to mitigate the BE and realize the robust stability of the uncertain CLSC with lead times. A simulation example verifies the mitigation effect of the BE under the proposed FRC approach.http://dx.doi.org/10.1155/2020/1085870 |
| spellingShingle | Songtao Zhang Min Zhang Mitigation of Bullwhip Effect in Closed-Loop Supply Chain Based on Fuzzy Robust Control Approach Complexity |
| title | Mitigation of Bullwhip Effect in Closed-Loop Supply Chain Based on Fuzzy Robust Control Approach |
| title_full | Mitigation of Bullwhip Effect in Closed-Loop Supply Chain Based on Fuzzy Robust Control Approach |
| title_fullStr | Mitigation of Bullwhip Effect in Closed-Loop Supply Chain Based on Fuzzy Robust Control Approach |
| title_full_unstemmed | Mitigation of Bullwhip Effect in Closed-Loop Supply Chain Based on Fuzzy Robust Control Approach |
| title_short | Mitigation of Bullwhip Effect in Closed-Loop Supply Chain Based on Fuzzy Robust Control Approach |
| title_sort | mitigation of bullwhip effect in closed loop supply chain based on fuzzy robust control approach |
| url | http://dx.doi.org/10.1155/2020/1085870 |
| work_keys_str_mv | AT songtaozhang mitigationofbullwhipeffectinclosedloopsupplychainbasedonfuzzyrobustcontrolapproach AT minzhang mitigationofbullwhipeffectinclosedloopsupplychainbasedonfuzzyrobustcontrolapproach |