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Abstract:
In this article, a new event-based adaptive critic algorithm with multiple triggering conditions is investigated to address multi-player nonzero-sum game problems for discrete-time nonlinear dynamics. In order to improve resource utilization while ensure mutual independence among players, the corresponding novel triggering conditions are designed for each player. The corresponding control input is updated only when the relevant triggering condition is violated. It is emphasized that these triggering conditions are established based on the iteration of the time-triggered mechanism. Then, according to the setting triggering conditions, we prove that the real cost function possesses a predetermined upper bound, which realizes the cost guarantee of the controlled system. Additionally, the multi-player closed-loop system is proved to be asymptotically stable and the multi-event-triggered control method is implemented by constructing three kinds of neural networks. Finally, the effectiveness of the developed multi-event-triggered control approach is verified through conducting two simulation examples.
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Source :
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL
ISSN: 1049-8923
Year: 2022
Issue: 18
Volume: 32
Page: 10292-10308
3 . 9
JCR@2022
3 . 9 0 0
JCR@2022
ESI Discipline: ENGINEERING;
ESI HC Threshold:49
JCR Journal Grade:1
CAS Journal Grade:2
Cited Count:
WoS CC Cited Count: 3
SCOPUS Cited Count: 3
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 8
Affiliated Colleges: