TY - GEN
T1 - Distributed GNE Seeking over Directed Graphs
T2 - 2024 IEEE International Conference on Unmanned Systems, ICUS 2024
AU - Tao, Qianle
AU - Pei, Hongjie
AU - Liu, Yongfang
AU - Zhao, Yu
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - This paper explores distributed generalized Nash equilibrium (GNE) seeking problems for non-cooperation games over weight-unbalanced directed graphs.To address this issue, a new distributed GNE seeking framework is developed, where a scalar-state variable is introduced for each player.The scalar-state variable is designed by using local out-degree information and limited communications among neighbors, to compensate for the unbalance of the directed graphs.In addition, with the help of the scalar-state variable, the Lagrange multiplier and projection operator are further developed over directed graphs for addressing additional local constraint sets and the coupling equality constraint simultaneously.It is theoretically shown that the convergence of GNE can be guaranteed.Finally, a practical simulation verifies the effectiveness of the proposed algorithm.
AB - This paper explores distributed generalized Nash equilibrium (GNE) seeking problems for non-cooperation games over weight-unbalanced directed graphs.To address this issue, a new distributed GNE seeking framework is developed, where a scalar-state variable is introduced for each player.The scalar-state variable is designed by using local out-degree information and limited communications among neighbors, to compensate for the unbalance of the directed graphs.In addition, with the help of the scalar-state variable, the Lagrange multiplier and projection operator are further developed over directed graphs for addressing additional local constraint sets and the coupling equality constraint simultaneously.It is theoretically shown that the convergence of GNE can be guaranteed.Finally, a practical simulation verifies the effectiveness of the proposed algorithm.
KW - coupling constraint
KW - directed graphs
KW - GNE seeking
KW - local constraint set
UR - https://www.scopus.com/pages/publications/85218015908
U2 - 10.1109/ICUS61736.2024.10840122
DO - 10.1109/ICUS61736.2024.10840122
M3 - 会议稿件
AN - SCOPUS:85218015908
T3 - Proceedings of 2024 IEEE International Conference on Unmanned Systems, ICUS 2024
SP - 386
EP - 391
BT - Proceedings of 2024 IEEE International Conference on Unmanned Systems, ICUS 2024
A2 - Song, Rong
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 18 October 2024 through 20 October 2024
ER -