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Analysis of Structural Balance and Distributed Control for High-Order Signed Networks.
- Source :
-
IEEE Transactions on Systems, Man & Cybernetics. Systems . Nov2022, Vol. 52 Issue 11, Part 2, p7134-7147. 14p. - Publication Year :
- 2022
-
Abstract
- This article investigates the problems of structural balance and distributed control for a high-order signed network with generic linear dynamics. A novel approach is proposed to analyze the structural balance of a general network based on the strongly connected components of the topology graph and the Frobenius normal form of the adjacency matrix. To address the distributed control of high-order signed networks, both state-feedback and observer-type algorithms are developed on the basis of low-gain strategies, where a unified framework is presented to construct full- or reduced-order observers. The dynamical behaviors of the signed network under the proposed algorithms are systematically explored, where the nontrivial final network state is computed by employing an eigenvector-based approach. The theoretical results are illustrated by numerical examples. [ABSTRACT FROM AUTHOR]
- Subjects :
- *PSYCHOLOGICAL feedback
*TOPOLOGY
*DISTRIBUTED algorithms
*HEURISTIC algorithms
Subjects
Details
- Language :
- English
- ISSN :
- 21682216
- Volume :
- 52
- Issue :
- 11, Part 2
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Systems, Man & Cybernetics. Systems
- Publication Type :
- Academic Journal
- Accession number :
- 160690920
- Full Text :
- https://doi.org/10.1109/TSMC.2022.3151758