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Leader–follower consensus of hybrid multiagent systems based on game.

Authors :
Wang, Hao
Ji, Zhijian
Liu, Yungang
Lin, Chong
Source :
Journal of the Franklin Institute. Feb2024, Vol. 361 Issue 3, p1359-1370. 12p.
Publication Year :
2024

Abstract

Based on game theory, this paper considers the consensus problem of second-order hybrid multiagent systems (HMASs) in a leader–follower framework, which includes continuous-time multiagents and discrete-time multiagents. Firstly, the competitive relationship between two groups is modeled as a multi-player game type. To achieve consensus, we design different cost functions according to the rules of the game and assume that each player has a global purpose of minimizing their own cost. Moreover, the players adjust their states at the next moment according to the Nash equilibrium solution. Then, using matrix theory and stability theory, we analyze the necessary and sufficient conditions for the consensus problem of the second-order HMASs with different leaders, and show that the control parameters (sampling interval and feedback gain) and the eigenvalues of the network topology have essential impact on the consensus of the system. Finally, the validity of the results is tested by simulation examples. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00160032
Volume :
361
Issue :
3
Database :
Academic Search Index
Journal :
Journal of the Franklin Institute
Publication Type :
Periodical
Accession number :
175344084
Full Text :
https://doi.org/10.1016/j.jfranklin.2024.01.010