TY - GEN
T1 - Event-Triggered Distributed Optimization Algorithm over Directed Networks
T2 - 62nd IEEE Conference on Decision and Control, CDC 2023
AU - Xian, Chengxin
AU - Tao, Qianle
AU - Liu, Yongfang
AU - Wang, Huimin
AU - Zhao, Yu
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - This paper investigates the event-triggered distributed optimization problems (ETDOPs) over strongly connected directed networks. By assigning an additional scalar state variable to each agent and utilizing diminishing time-varying gain/step-size, a class of modified event-triggered distributed optimization algorithms (ETDOAs) is proposed, which can address the ETDOPs well and can avoid the inverse operation of some estimators in the existing literature. Compared with the existing DOAs, this paper gives a new idea to solve the DOPs under weighted-unbalanced digraphs and continuous communication of agent networks is avoided. Finally, numerical simulations are given to illustrate the effectiveness of the proposed ETDOAs.
AB - This paper investigates the event-triggered distributed optimization problems (ETDOPs) over strongly connected directed networks. By assigning an additional scalar state variable to each agent and utilizing diminishing time-varying gain/step-size, a class of modified event-triggered distributed optimization algorithms (ETDOAs) is proposed, which can address the ETDOPs well and can avoid the inverse operation of some estimators in the existing literature. Compared with the existing DOAs, this paper gives a new idea to solve the DOPs under weighted-unbalanced digraphs and continuous communication of agent networks is avoided. Finally, numerical simulations are given to illustrate the effectiveness of the proposed ETDOAs.
UR - http://www.scopus.com/inward/record.url?scp=85184795640&partnerID=8YFLogxK
U2 - 10.1109/CDC49753.2023.10383689
DO - 10.1109/CDC49753.2023.10383689
M3 - 会议稿件
AN - SCOPUS:85184795640
T3 - Proceedings of the IEEE Conference on Decision and Control
SP - 3884
EP - 3889
BT - 2023 62nd IEEE Conference on Decision and Control, CDC 2023
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 13 December 2023 through 15 December 2023
ER -