Distributed best response dynamics for Nash equilibrium seeking in potential games
文献类型：期刊论文
| 作者 | Huang Shijie1; Yi Peng2 |
| 刊名 | Control Theory and Technology
 |
| 出版日期 | 2020 |
| 卷号 | 18期号:3页码:324-332 |
| 关键词 | Distributed algorithms Nash equilibrium seeking best response dynamics non-smooth finite-time tracking dynamics potential games |
| ISSN号 | 2095-6983 |
| 英文摘要 | In this paper, we consider distributed Nash equilibrium (NE) seeking in potential games over a multi-agent network, where each agent can not observe the actions of all its rivals. Based on the best response dynamics, we design a distributed NE seeking algorithm by incorporating the non-smooth finite-time average tracking dynamics, where each agent only needs to know its own action and exchange information with its neighbours through a communication graph. We give a sufficient condition for the Lipschitz continuity of the best response mapping for potential games, and then prove the convergence of the proposed algorithm based on the Lyapunov theory. Numerical simulations are given to verify the result and illustrate the effectiveness of the algorithm. |
| 语种 | 英语 |
| CSCD记录号 | CSCD:6803398 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/57712]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 作者单位 | 1.中国科学院数学与系统科学研究院 2.同济大学 |
| 推荐引用方式 GB/T 7714 | Huang Shijie,Yi Peng. Distributed best response dynamics for Nash equilibrium seeking in potential games[J]. Control Theory and Technology,2020,18(3):324-332. |
| APA | Huang Shijie,&Yi Peng.(2020).Distributed best response dynamics for Nash equilibrium seeking in potential games.Control Theory and Technology,18(3),324-332. |
| MLA | Huang Shijie,et al."Distributed best response dynamics for Nash equilibrium seeking in potential games".Control Theory and Technology 18.3(2020):324-332. |
入库方式： OAI收割
来源：数学与系统科学研究院
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