TY - JOUR
T1 - Event-triggered distributed optimization for multi-agent systems with quantization and disturbance rejection
AU - Qi, Shanshan
AU - Zhang, Zhiqiang
AU - Hao, Fei
AU - Lu, Zehuan
AU - Sun, Yuangong
N1 - Publisher Copyright:
© The Author(s) 2026. Published by Oxford University Press on behalf of the Institute of Mathematics and its Applications. All rights reserved.
PY - 2026/3/1
Y1 - 2026/3/1
N2 - In this paper, adaptive continuous-time algorithms with event-triggered mechanism are studied to solve the optimization problem. First, an event-triggered adaptive algorithm is introduced, and it is proven that this algorithm can effectively solve the optimization problem. Second, to solve the optimization problem, two event-triggered algorithms are proposed, one considering uniform quantization information and the other addressing external disturbances. It is demonstrated that the states of the multi-agent systems practically converge to the global optimal point. Three numerical cases demonstrate the effectiveness of the relevant results.
AB - In this paper, adaptive continuous-time algorithms with event-triggered mechanism are studied to solve the optimization problem. First, an event-triggered adaptive algorithm is introduced, and it is proven that this algorithm can effectively solve the optimization problem. Second, to solve the optimization problem, two event-triggered algorithms are proposed, one considering uniform quantization information and the other addressing external disturbances. It is demonstrated that the states of the multi-agent systems practically converge to the global optimal point. Three numerical cases demonstrate the effectiveness of the relevant results.
KW - event-triggered mechanism
KW - external disturbances
KW - optimization problem
KW - uniform quantization
UR - https://www.scopus.com/pages/publications/105030616855
U2 - 10.1093/imamci/dnag001
DO - 10.1093/imamci/dnag001
M3 - 文章
AN - SCOPUS:105030616855
SN - 0265-0754
VL - 43
JO - IMA Journal of Mathematical Control and Information
JF - IMA Journal of Mathematical Control and Information
IS - 1
M1 - dnag001
ER -