Study on Master Slave Interaction Model Based on Stackelberg Game in Distributed Environment
In view of the problems such as low efficiency, difficulty in resolving local conflicts and lack of practical application scenarios, existing in the interaction model of multi-agent systems in a distributed environment, a multi-master multi-slave interaction model was designed based on the Stackelbe...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2020-02-01
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| Series: | Symmetry |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2073-8994/12/2/232 |
| _version_ | 1797999533133660160 |
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| author | Jie Zhang Gang Wang Shaohua Yue Xiaoqiang Yao Yafei Song Jiayi Liu |
| author_facet | Jie Zhang Gang Wang Shaohua Yue Xiaoqiang Yao Yafei Song Jiayi Liu |
| author_sort | Jie Zhang |
| collection | DOAJ |
| description | In view of the problems such as low efficiency, difficulty in resolving local conflicts and lack of practical application scenarios, existing in the interaction model of multi-agent systems in a distributed environment, a multi-master multi-slave interaction model was designed based on the Stackelberg game, which is applied to the interaction game problem between the controller and the participant in the command and control process. Through optimizing the Stackelberg game model and multi-attribute decision-making, the multi-master, multi-slave, multi-agent system of the Stackelberg game was designed, and the closed loop problem under the Stackelberg game is solved for dimension reduction and optimal function value. Finally, through the numerical derivation simulation and the training results of related system data, the high efficiency and strong robustness of the model were verified from multiple perspectives, and this model algorithm was proved to be true and highly efficient. |
| first_indexed | 2024-04-11T11:06:10Z |
| format | Article |
| id | doaj.art-3f4752f31fa34615abb5eee906c946d3 |
| institution | Directory Open Access Journal |
| issn | 2073-8994 |
| language | English |
| last_indexed | 2024-04-11T11:06:10Z |
| publishDate | 2020-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Symmetry |
| spelling | doaj.art-3f4752f31fa34615abb5eee906c946d32022-12-22T04:28:17ZengMDPI AGSymmetry2073-89942020-02-0112223210.3390/sym12020232sym12020232Study on Master Slave Interaction Model Based on Stackelberg Game in Distributed EnvironmentJie Zhang0Gang Wang1Shaohua Yue2Xiaoqiang Yao3Yafei Song4Jiayi Liu5Graduate School, Air Force Engineering University, Xi’an 710054, ChinaDepartment of Air-Defense and Anti-Missile, Air Force Engineering University, Xi’an 710054, ChinaDepartment of Air-Defense and Anti-Missile, Air Force Engineering University, Xi’an 710054, ChinaDepartment of Air-Defense and Anti-Missile, Air Force Engineering University, Xi’an 710054, ChinaDepartment of Air-Defense and Anti-Missile, Air Force Engineering University, Xi’an 710054, ChinaDepartment of Air-Defense and Anti-Missile, Air Force Engineering University, Xi’an 710054, ChinaIn view of the problems such as low efficiency, difficulty in resolving local conflicts and lack of practical application scenarios, existing in the interaction model of multi-agent systems in a distributed environment, a multi-master multi-slave interaction model was designed based on the Stackelberg game, which is applied to the interaction game problem between the controller and the participant in the command and control process. Through optimizing the Stackelberg game model and multi-attribute decision-making, the multi-master, multi-slave, multi-agent system of the Stackelberg game was designed, and the closed loop problem under the Stackelberg game is solved for dimension reduction and optimal function value. Finally, through the numerical derivation simulation and the training results of related system data, the high efficiency and strong robustness of the model were verified from multiple perspectives, and this model algorithm was proved to be true and highly efficient.https://www.mdpi.com/2073-8994/12/2/232distributedmulti-master multi-slavestackelberg gameclosed-loop solution |
| spellingShingle | Jie Zhang Gang Wang Shaohua Yue Xiaoqiang Yao Yafei Song Jiayi Liu Study on Master Slave Interaction Model Based on Stackelberg Game in Distributed Environment Symmetry distributed multi-master multi-slave stackelberg game closed-loop solution |
| title | Study on Master Slave Interaction Model Based on Stackelberg Game in Distributed Environment |
| title_full | Study on Master Slave Interaction Model Based on Stackelberg Game in Distributed Environment |
| title_fullStr | Study on Master Slave Interaction Model Based on Stackelberg Game in Distributed Environment |
| title_full_unstemmed | Study on Master Slave Interaction Model Based on Stackelberg Game in Distributed Environment |
| title_short | Study on Master Slave Interaction Model Based on Stackelberg Game in Distributed Environment |
| title_sort | study on master slave interaction model based on stackelberg game in distributed environment |
| topic | distributed multi-master multi-slave stackelberg game closed-loop solution |
| url | https://www.mdpi.com/2073-8994/12/2/232 |
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