Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply Chain
Mathematical models of inventory-distribution routing problem for two-echelon agriculture products distribution network are established, which are based on two management modes, franchise chain and regular chain, one-to-many, interval periodic order, demand depending on inventory, deteriorating trea...
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| Format: | Article |
| Language: | English |
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Wiley
2013-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2013/409869 |
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| _version_ | 1849398716300001280 |
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| author | Li Liao Jianfeng Li Yaohua Wu |
| author_facet | Li Liao Jianfeng Li Yaohua Wu |
| author_sort | Li Liao |
| collection | DOAJ |
| description | Mathematical models of inventory-distribution routing problem for two-echelon agriculture products distribution network are established, which are based on two management modes, franchise chain and regular chain, one-to-many, interval periodic order, demand depending on inventory, deteriorating treatment cost of agriculture products, start-up costs of vehicles and so forth. Then, a heuristic adaptive genetic algorithm is presented for the model of franchise chain. For the regular chain model, a two-layer genetic algorithm based on oddment modification is proposed, in which the upper layer is to determine the distribution period and quantity and the lower layer is to seek the optimal order cycle, quantity, distribution routes, and the rational oddment modification number for the distributor. By simulation experiments, the validity of the algorithms is demonstrated, and the two management modes are compared. |
| format | Article |
| id | doaj-art-a56aa8f21bed44af8ca3d784408be937 |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-a56aa8f21bed44af8ca3d784408be9372025-08-20T03:38:31ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2013-01-01201310.1155/2013/409869409869Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply ChainLi Liao0Jianfeng Li1Yaohua Wu2School of Control Science and Engineering, Shandong University, Jinan 250061, ChinaSchool of Mechanical Engineering, Shandong University, Jinan 250061, ChinaSchool of Control Science and Engineering, Shandong University, Jinan 250061, ChinaMathematical models of inventory-distribution routing problem for two-echelon agriculture products distribution network are established, which are based on two management modes, franchise chain and regular chain, one-to-many, interval periodic order, demand depending on inventory, deteriorating treatment cost of agriculture products, start-up costs of vehicles and so forth. Then, a heuristic adaptive genetic algorithm is presented for the model of franchise chain. For the regular chain model, a two-layer genetic algorithm based on oddment modification is proposed, in which the upper layer is to determine the distribution period and quantity and the lower layer is to seek the optimal order cycle, quantity, distribution routes, and the rational oddment modification number for the distributor. By simulation experiments, the validity of the algorithms is demonstrated, and the two management modes are compared.http://dx.doi.org/10.1155/2013/409869 |
| spellingShingle | Li Liao Jianfeng Li Yaohua Wu Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply Chain Discrete Dynamics in Nature and Society |
| title | Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply Chain |
| title_full | Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply Chain |
| title_fullStr | Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply Chain |
| title_full_unstemmed | Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply Chain |
| title_short | Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply Chain |
| title_sort | modeling and optimization of inventory distribution routing problem for agriculture products supply chain |
| url | http://dx.doi.org/10.1155/2013/409869 |
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