Fuzzy Emergency Model and Robust Emergency Strategy of Supply Chain System under Random Supply Disruptions
For random distributors under supply disruptions caused by emergency incidents, a fuzzy emergency model and a robust emergency strategy of the supply chain system are studied. First, for a kind of supply chain system composed of a strategic manufacturer, a backup manufacturer, and multiple distribut...
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doaj-5712c502ba704defbaaa117403b846b62020-11-24T21:28:31ZengHindawi-WileyComplexity1076-27871099-05262019-01-01201910.1155/2019/30925143092514Fuzzy Emergency Model and Robust Emergency Strategy of Supply Chain System under Random Supply DisruptionsSongtao Zhang0Panpan Zhang1Min Zhang2School of Logistics, Linyi University, Linyi 276005, ChinaSchool of Management, Harbin University of Commerce, Harbin 150028, ChinaLibrary, Linyi University, Linyi 276005, ChinaFor random distributors under supply disruptions caused by emergency incidents, a fuzzy emergency model and a robust emergency strategy of the supply chain system are studied. First, for a kind of supply chain system composed of a strategic manufacturer, a backup manufacturer, and multiple distributors, the basic emergency models, including the inventory models and a total cost model, are constructed under random supply disruptions. Then, based on the Takagi-Sugeno fuzzy system, the basic emergency models of the supply chain system are converted into a discrete switching model, which can realize soft switching among the basic emergency models. Furthermore, according to the different inventory levels, the strategic manufacturer’s production strategies and the distributors’ ordering strategies are designed to reduce the inventory costs of the node enterprises in supply chain system. Second, by defining a discrete piecewise Lyapunov function in each maximal overlapped-rules group, a new fuzzy robust emergency strategy for the supply chain system is proposed through the principle of parallel distributed compensation. This emergency strategy can not only restore the impaired supply chain to the normal operation state but also keep the total cost of the supply chain at a low level and guarantee the robust stability of the emergency supply chain system. Finally, the simulation results illustrate the effectiveness of the proposed fuzzy robust emergency strategy of the supply chain system.http://dx.doi.org/10.1155/2019/3092514 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Songtao Zhang Panpan Zhang Min Zhang |
spellingShingle |
Songtao Zhang Panpan Zhang Min Zhang Fuzzy Emergency Model and Robust Emergency Strategy of Supply Chain System under Random Supply Disruptions Complexity |
author_facet |
Songtao Zhang Panpan Zhang Min Zhang |
author_sort |
Songtao Zhang |
title |
Fuzzy Emergency Model and Robust Emergency Strategy of Supply Chain System under Random Supply Disruptions |
title_short |
Fuzzy Emergency Model and Robust Emergency Strategy of Supply Chain System under Random Supply Disruptions |
title_full |
Fuzzy Emergency Model and Robust Emergency Strategy of Supply Chain System under Random Supply Disruptions |
title_fullStr |
Fuzzy Emergency Model and Robust Emergency Strategy of Supply Chain System under Random Supply Disruptions |
title_full_unstemmed |
Fuzzy Emergency Model and Robust Emergency Strategy of Supply Chain System under Random Supply Disruptions |
title_sort |
fuzzy emergency model and robust emergency strategy of supply chain system under random supply disruptions |
publisher |
Hindawi-Wiley |
series |
Complexity |
issn |
1076-2787 1099-0526 |
publishDate |
2019-01-01 |
description |
For random distributors under supply disruptions caused by emergency incidents, a fuzzy emergency model and a robust emergency strategy of the supply chain system are studied. First, for a kind of supply chain system composed of a strategic manufacturer, a backup manufacturer, and multiple distributors, the basic emergency models, including the inventory models and a total cost model, are constructed under random supply disruptions. Then, based on the Takagi-Sugeno fuzzy system, the basic emergency models of the supply chain system are converted into a discrete switching model, which can realize soft switching among the basic emergency models. Furthermore, according to the different inventory levels, the strategic manufacturer’s production strategies and the distributors’ ordering strategies are designed to reduce the inventory costs of the node enterprises in supply chain system. Second, by defining a discrete piecewise Lyapunov function in each maximal overlapped-rules group, a new fuzzy robust emergency strategy for the supply chain system is proposed through the principle of parallel distributed compensation. This emergency strategy can not only restore the impaired supply chain to the normal operation state but also keep the total cost of the supply chain at a low level and guarantee the robust stability of the emergency supply chain system. Finally, the simulation results illustrate the effectiveness of the proposed fuzzy robust emergency strategy of the supply chain system. |
url |
http://dx.doi.org/10.1155/2019/3092514 |
work_keys_str_mv |
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1725970036029390848 |