Research on the Model of Industrial Interconnection Intelligent Manufacturing Supply and Demand Network and Its Robustness
The industrial interconnection intelligent manufacturing supply and demand network is the carrier for the cooperation of related enterprises, and research on its evolution helps to optimize the cooperation between enterprises. This paper considers the factors that affect enterprise cooperation, appl...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
|
| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2022/8076551 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849411230004936704 |
|---|---|
| author | Jianjia He Tianyuan Zheng |
| author_facet | Jianjia He Tianyuan Zheng |
| author_sort | Jianjia He |
| collection | DOAJ |
| description | The industrial interconnection intelligent manufacturing supply and demand network is the carrier for the cooperation of related enterprises, and research on its evolution helps to optimize the cooperation between enterprises. This paper considers the factors that affect enterprise cooperation, applies consensus, disconnection, reconnection, and change of opinion into one model, and constructs two models of industrial interconnection intelligent manufacturing supply and demand networks. Because the industrial interconnection intelligent manufacturing supply and demand network is affected by certain factors, the network will be subject to fluctuations and the functions of the network will change. The smaller the function change, the higher the robustness of the model. The related topological structure statistics (such as clustering coefficient, average path length, and degree distribution) of the two models are analyzed, and the analysis results indicate that the network structure of the two models has changed. In addition, different attack algorithms are used to verify the robustness of the model. The experimental results show that under the four different attack algorithms, compared with the BA model, the two models proposed in this paper have stronger robustness. Research on the industrial interconnection of intelligent manufacturing supply and demand networks and its robustness optimization has certain guiding significance. |
| format | Article |
| id | doaj-art-61e476d63bed4eb29f81652ef7aac3eb |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-61e476d63bed4eb29f81652ef7aac3eb2025-08-20T03:34:49ZengWileyDiscrete Dynamics in Nature and Society1607-887X2022-01-01202210.1155/2022/8076551Research on the Model of Industrial Interconnection Intelligent Manufacturing Supply and Demand Network and Its RobustnessJianjia He0Tianyuan Zheng1Buisiness SchoolBuisiness SchoolThe industrial interconnection intelligent manufacturing supply and demand network is the carrier for the cooperation of related enterprises, and research on its evolution helps to optimize the cooperation between enterprises. This paper considers the factors that affect enterprise cooperation, applies consensus, disconnection, reconnection, and change of opinion into one model, and constructs two models of industrial interconnection intelligent manufacturing supply and demand networks. Because the industrial interconnection intelligent manufacturing supply and demand network is affected by certain factors, the network will be subject to fluctuations and the functions of the network will change. The smaller the function change, the higher the robustness of the model. The related topological structure statistics (such as clustering coefficient, average path length, and degree distribution) of the two models are analyzed, and the analysis results indicate that the network structure of the two models has changed. In addition, different attack algorithms are used to verify the robustness of the model. The experimental results show that under the four different attack algorithms, compared with the BA model, the two models proposed in this paper have stronger robustness. Research on the industrial interconnection of intelligent manufacturing supply and demand networks and its robustness optimization has certain guiding significance.http://dx.doi.org/10.1155/2022/8076551 |
| spellingShingle | Jianjia He Tianyuan Zheng Research on the Model of Industrial Interconnection Intelligent Manufacturing Supply and Demand Network and Its Robustness Discrete Dynamics in Nature and Society |
| title | Research on the Model of Industrial Interconnection Intelligent Manufacturing Supply and Demand Network and Its Robustness |
| title_full | Research on the Model of Industrial Interconnection Intelligent Manufacturing Supply and Demand Network and Its Robustness |
| title_fullStr | Research on the Model of Industrial Interconnection Intelligent Manufacturing Supply and Demand Network and Its Robustness |
| title_full_unstemmed | Research on the Model of Industrial Interconnection Intelligent Manufacturing Supply and Demand Network and Its Robustness |
| title_short | Research on the Model of Industrial Interconnection Intelligent Manufacturing Supply and Demand Network and Its Robustness |
| title_sort | research on the model of industrial interconnection intelligent manufacturing supply and demand network and its robustness |
| url | http://dx.doi.org/10.1155/2022/8076551 |
| work_keys_str_mv | AT jianjiahe researchonthemodelofindustrialinterconnectionintelligentmanufacturingsupplyanddemandnetworkanditsrobustness AT tianyuanzheng researchonthemodelofindustrialinterconnectionintelligentmanufacturingsupplyanddemandnetworkanditsrobustness |