Back to Search Start Over

Distributed Optimization for Resource Allocation Problem with Dynamic Event-Triggered Strategy.

Authors :
Guo, Feilong
Chen, Xinrui
Yue, Mengyao
Jiang, Haijun
Chen, Siyu
Source :
Entropy; Jul2023, Vol. 25 Issue 7, p1019, 18p
Publication Year :
2023

Abstract

This study aims to unravel the resource allocation problem (RAP) by using a consensus-based distributed optimization algorithm under dynamic event-triggered (DET) strategies. Firstly, based on the multi-agent consensus approach, a novel one-to-all DET strategy is presented to solve the RAP. Secondly, the proposed one-to-all DET strategy is extended to a one-to-one DET strategy, where each agent transmits its state asynchronously to its neighbors. Furthermore, it is proven that the proposed two types of DET strategies do not have Zeno behavior. Finally, numerical simulations are provided to validate and illustrate the effectiveness of the theoretical results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10994300
Volume :
25
Issue :
7
Database :
Complementary Index
Journal :
Entropy
Publication Type :
Academic Journal
Accession number :
168601246
Full Text :
https://doi.org/10.3390/e25071019