Projects per year
Abstract
Boolean networks (BNs) are discrete-time systems where nodes are inter-connected (here we call such connection rule among nodes as network structure), and the dynamics of each gene node is determined by logical functions. In this paper, we propose a new approach on pinning control design for global stabilization of BNs based on BNs network structure, named as networkstructure-based distributed pinning control. By deleting the minimum number of edges, the network structure becomes acyclic. Then, an efficient distributed pinning control is designed to achieve global stabilization. Compared with existing literature, the design of pinning control is not based on the state transition matrix of BNs. Hence, the computational complexity in this paper is reduced from O (22n
) to O (n2 +n2K), where n is the number of nodes and K ≤ n is the largest number of in-neighbors of nodes. In addition, without using state transition matrix, global state information is no longer needed, the design of pinning control is just based on neighbors' local information, which is easier to be implemented. The proposed method is well demonstrated by several biological networks with different si
Original language | English |
---|---|
Pages (from-to) | 415-426 |
Journal | IEEE Transactions on Control of Network Systems |
Volume | 9 |
Issue number | 1 |
Online published | 20 Aug 2021 |
DOIs | |
Publication status | Published - Mar 2022 |
Research Keywords
- Boolean networks
- Control design
- Distributed pinning control
- Evolution (biology)
- Genetics
- Global stabilization
- Indexes
- Mathematics
- Network structure
- Semi-tensor product of matrices
- Stability criteria
- State feedback
Fingerprint
Dive into the research topics of 'A New Approach to Pinning Control of Boolean Networks'. Together they form a unique fingerprint.Projects
- 2 Finished
-
GRF: Nonlinear Fusion Estimation for Networked Sensor Systems
HO, W. C. D. (Principal Investigator / Project Coordinator)
1/01/20 → 8/02/24
Project: Research
-
GRF: Secure Estimation and Control of Networked Systems under Cyber-attacks
HO, W. C. D. (Principal Investigator / Project Coordinator)
1/12/17 → 3/11/21
Project: Research