학술논문

Distributed Fixed-Time Nash Equilibrium Seeking via an Estimator-Based Approach
Document Type
Conference
Source
2023 China Automation Congress (CAC) Automation Congress (CAC), 2023 China. :9395-9399 Nov, 2023
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Estimation
Games
Nash equilibrium
Cost function
Stability analysis
Lyapunov methods
Multi-agent systems
fixed time
aggregative games
hierarchical controller synthesis
Language
ISSN
2688-0938
Abstract
In this paper, a fixed-time algorithm is proposed to solve the Nash equilibrium seeking problem of multi-agent systems in aggregative games. The purpose of this paper is to minimize the cost function of each player. The cost function for each player includes not only the player's own actions but also the sum of all other player actions. We divide the algorithm into two layers: the estimation layer implements the search for Nash equilibrium, while the local control layer implements the tracking of the estimated state. The stability of the two-layer algorithm in fixed-time is proved by the Lyapunov function method. Finally, a simulated example is provided to confirm the algorithm's efficacy.