Back to Search Start Over

Finding complete minimum driver node set with guaranteed control capacity.

Authors :
Jia, Shuai
Xi, Yugeng
Li, Dewei
Shao, Haibin
Source :
Neurocomputing. Aug2022, Vol. 500, p949-964. 16p.
Publication Year :
2022

Abstract

A critical prerequisite for controlling complex networks is to find a driver node set with a structural controllability guarantee. This paper introduces the control capacity for a driver node set and solves the problem of finding a complete minimum driver node set that not only guarantees network structural controllability but achieves the desired level of control capacity. A novel algorithmic framework is proposed which is based on the concept of equivalent set and approximate matching replacement technique. The proposed algorithmic framework is shown to outperform the state-of-the-art approaches in the literature. The validity of the proposed algorithm is analyzed and the performance is evaluated by experiments on artificial and real-world complex networks. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09252312
Volume :
500
Database :
Academic Search Index
Journal :
Neurocomputing
Publication Type :
Academic Journal
Accession number :
157561584
Full Text :
https://doi.org/10.1016/j.neucom.2022.05.095