Distributed Nash Equilibrium Seeking for Aggregative Games via Derivative Feedback

被引:6
|
作者
Zhang, Yawei [1 ]
Liang, Shu [2 ]
Ji, Haibo [1 ]
机构
[1] Univ Sci & Technol China, Dept Automat, Hefei 230027, Anhui, Peoples R China
[2] Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Key Lab Knowledge Automat Ind Proc, Minist Educ, Beijing 100083, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Aggregative games; distributed algorithm; energy consumption control; Nash equilibrium; projected gradient dynamics; DEMAND RESPONSE; CONVEX-OPTIMIZATION; MULTIAGENT SYSTEMS; CONVERGENCE; ALGORITHMS;
D O I
10.1007/s12555-019-0011-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate a continuous-time distributed Nash equilibrium seeking algorithm for a class of aggregative games, with application to the real-time pricing demand response. To seek the Nash equilibrium via local communication among neighbors, by combining projected gradient dynamics and consensus tracking dynamics, we propose a novel distributed algorithm for the players. We prove the convergence of the distributed algorithm via a constructed Lyapunov function and the variational inequality technique, and show an illustrative simulation related to the energy consumption control in smart grids.
引用
收藏
页码:1075 / 1082
页数:8
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