Simulation and Analysis of the Complex Dynamic Behavior of Supply Chain Inventory System from Different Decision Perspectives
Based on the local decision perspective and the global decision perspective, considering the limitation of supply capacity and prohibiting returns, the system dynamics method is used to establish a nonlinear supply chain system model. We use the Z-transform theory to transform the dynamic transfer e...
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| Main Authors: | , , , , |
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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/10.1155/2020/7393848 |
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| _version_ | 1850211306313875456 |
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| author | Zusheng Zhang Xu Wang Shanshan Yang Yingbo Wu Jianhui Du |
| author_facet | Zusheng Zhang Xu Wang Shanshan Yang Yingbo Wu Jianhui Du |
| author_sort | Zusheng Zhang |
| collection | DOAJ |
| description | Based on the local decision perspective and the global decision perspective, considering the limitation of supply capacity and prohibiting returns, the system dynamics method is used to establish a nonlinear supply chain system model. We use the Z-transform theory to transform the dynamic transfer equation into a block diagram, build a supply chain system simulation model, and use it to conduct simulation experiments. The Wolf reconstruction method is used to calculate the largest Lyapunov exponent (LLE) value of each node or combined system to judge the stability of the system. Based on different decision-making perspectives, under different combinations of safety stock factors and demand scenarios, the adjustment coefficients’ decision-making schemes that keep each node in a stable state are obtained. Then, we comparatively analyze the inventory changes of each node and combined system in a stable state under different decision-making schemes. |
| format | Article |
| id | doaj-art-8d5a73a551094107b8044ec6f2eac6e2 |
| institution | OA Journals |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-8d5a73a551094107b8044ec6f2eac6e22025-08-20T02:09:35ZengWileyComplexity1076-27871099-05262020-01-01202010.1155/2020/73938487393848Simulation and Analysis of the Complex Dynamic Behavior of Supply Chain Inventory System from Different Decision PerspectivesZusheng Zhang0Xu Wang1Shanshan Yang2Yingbo Wu3Jianhui Du4College of Mechanical Engineering, Chongqing University, Chongqing, ChinaCollege of Mechanical Engineering, Chongqing University, Chongqing, ChinaSchool of Economics and Business Administration, Chongqing University, Chongqing, ChinaSchool of Big Data & Software Engineering, Chongqing University, Chongqing, ChinaCollege of Mechanical Engineering, Chongqing University, Chongqing, ChinaBased on the local decision perspective and the global decision perspective, considering the limitation of supply capacity and prohibiting returns, the system dynamics method is used to establish a nonlinear supply chain system model. We use the Z-transform theory to transform the dynamic transfer equation into a block diagram, build a supply chain system simulation model, and use it to conduct simulation experiments. The Wolf reconstruction method is used to calculate the largest Lyapunov exponent (LLE) value of each node or combined system to judge the stability of the system. Based on different decision-making perspectives, under different combinations of safety stock factors and demand scenarios, the adjustment coefficients’ decision-making schemes that keep each node in a stable state are obtained. Then, we comparatively analyze the inventory changes of each node and combined system in a stable state under different decision-making schemes.http://dx.doi.org/10.1155/2020/7393848 |
| spellingShingle | Zusheng Zhang Xu Wang Shanshan Yang Yingbo Wu Jianhui Du Simulation and Analysis of the Complex Dynamic Behavior of Supply Chain Inventory System from Different Decision Perspectives Complexity |
| title | Simulation and Analysis of the Complex Dynamic Behavior of Supply Chain Inventory System from Different Decision Perspectives |
| title_full | Simulation and Analysis of the Complex Dynamic Behavior of Supply Chain Inventory System from Different Decision Perspectives |
| title_fullStr | Simulation and Analysis of the Complex Dynamic Behavior of Supply Chain Inventory System from Different Decision Perspectives |
| title_full_unstemmed | Simulation and Analysis of the Complex Dynamic Behavior of Supply Chain Inventory System from Different Decision Perspectives |
| title_short | Simulation and Analysis of the Complex Dynamic Behavior of Supply Chain Inventory System from Different Decision Perspectives |
| title_sort | simulation and analysis of the complex dynamic behavior of supply chain inventory system from different decision perspectives |
| url | http://dx.doi.org/10.1155/2020/7393848 |
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