Distributed algorithm for mixed equilibrium problems with event-triggered strategy

被引:1
|
作者
Zhou, Hongtao [1 ]
Xia, Liang [1 ]
Su, Housheng [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Key Lab Image Proc & Intelligent Control, Educ Minist China, Luoyu Rd 1037, Wuhan 430074, Peoples R China
来源
NEURAL COMPUTING & APPLICATIONS | 2022年 / 34卷 / 19期
关键词
Mixed equilibrium problem; Event-triggered protocol; Directed graph; Average consensus; NONLINEAR MULTIAGENT SYSTEMS; TRACKING;
D O I
10.1007/s00521-022-07115-6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new iterative method based on the event-triggered strategy for finding a solution to a mixed equilibrium problem (MEP) is introduced in this paper. The target of the MEP is to find a point in a closed convex set, guaranteeing that the sum of bifunctions about this point is non-negative. To decrease the cost of communication, the MEP is investigated with an event-triggered protocol. Furthermore, it is the first attempt to combine the MEP with an event-triggered strategy. Although there exist difficulties caused by the asymmetry of the network structure associated with directed graphs, nonlinearity and strong coupling of the MEP, the novel algorithm for directed graphs, two event-triggered conditions and the range of the solution associated with the MEP are obtained to handle these challenges. Under the directed time-varying graph, the designed algorithm can converge to a solution to the MEP and reach average consensus. Finally, a numerical example is presented to illustrate the effectiveness of the above algorithm.
引用
收藏
页码:16463 / 16472
页数:10
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