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Strong structural controllability of Boolean networks: Polynomial-time criteria, minimal node control, and distributed pinning strategies
In this article, we initiate the strong structural controllability of Boolean networks (BNs), in
order to cope with the difficulty of identifying intricate nodal dynamics. The derived …
order to cope with the difficulty of identifying intricate nodal dynamics. The derived …
Minimum-time and minimum-triggering observability of stochastic Boolean networks
This article investigates the observability of Markovian jump Boolean networks (MJBNs) via
algebraic state space representation approach. A necessary and sufficient criterion in the …
algebraic state space representation approach. A necessary and sufficient criterion in the …
Robustness for stability and stabilization of Boolean networks with stochastic function perturbations
H Li, X Yang, S Wang - IEEE Transactions on Automatic …, 2020 - ieeexplore.ieee.org
In genetic regulatory networks (GRNs), gene mutations often occur in a stochastic manner.
As an important model of GRNs, gene mutations of Boolean networks are always described …
As an important model of GRNs, gene mutations of Boolean networks are always described …
Recent developments of Boolean networks with switching and constraints
A switched Boolean network (SBN) is an important model for describing hybrid phenomena
in gene regulatory networks, and it has received increasing attention since the development …
in gene regulatory networks, and it has received increasing attention since the development …
Asymptotical stability of probabilistic Boolean networks with state delays
This paper devotes to establishing a bridge between asymptotical stability of a probabilistic
Boolean network (PBN) and a solution to its induced equations, which are induced from the …
Boolean network (PBN) and a solution to its induced equations, which are induced from the …
Pinning control for stabilization of Boolean networks under knock-out perturbation
In genetic regulatory networks, steady states represent cell types of cell death or
unregulated growth, which are of significant interest in modeling networks. In this article, a …
unregulated growth, which are of significant interest in modeling networks. In this article, a …
A framework of pinning control for nonperiodical stable behaviors of large-scale asynchronous Boolean networks
In this article, two pinning control (PC) schemes are proposed to achieve nonperiodical
stable behaviors for asynchronous Boolean networks (BNs), from the aspects of state …
stable behaviors for asynchronous Boolean networks (BNs), from the aspects of state …
Set reachability and observability of probabilistic Boolean networks
In this paper, the set reachability and observability of probabilistic Boolean networks (PBNs)
are investigated. Using a parallel extension technique, we proved that the observability …
are investigated. Using a parallel extension technique, we proved that the observability …
Reinforcement learning approach to feedback stabilization problem of probabilistic Boolean control networks
In this letter, we study the control of probabilistic Boolean control networks (PBCNs) by
leveraging a model-free reinforcement learning (RL) technique. In particular, we propose a …
leveraging a model-free reinforcement learning (RL) technique. In particular, we propose a …
Fault detection and pinning control of Boolean networks
This paper addresses the fault detection of Boolean networks (BNs) using semi-tensor
product (STP) of matrices. We first introduce the concept of meaningful faults, and give an …
product (STP) of matrices. We first introduce the concept of meaningful faults, and give an …