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Finding complete minimum driver node set with guaranteed control capacity.
- 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]
- Subjects :
- *PROBLEM solving
*ALGORITHMS
*NP-complete problems
Subjects
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