Synchronization of asynchronous probabilistic boolean network
Sign Up to like & getrecommendations! Published in 2018 at "Chinese Journal of Physics"
DOI: 10.1016/j.cjph.2018.09.007
Abstract: Abstract This paper researches the synchronization of asynchronous probabilistic Boolean network and synchronization theorems are provided. Inner synchronization and outer synchronization are considered, respectively. It should be pointed that synchronization theorems and corollaries with probability… read more here.
Keywords: network; asynchronous probabilistic; boolean network; synchronization ... See more keywords
Stability analysis of probabilistic Boolean networks with switching topology
Sign Up to like & getrecommendations! Published in 2021 at "Nonlinear Analysis: Hybrid Systems"
DOI: 10.1016/j.nahs.2021.101076
Abstract: Abstract This paper investigates the set stability of probabilistic Boolean networks (PBNs) with switching topology. To deal with this problem, two novel concepts, set reachability and the largest invariant set family, are defined. By constructing… read more here.
Keywords: switching topology; stability; topology; boolean networks ... See more keywords
Double Deep-Q Learning-Based Output Tracking of Probabilistic Boolean Control Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3035152
Abstract: In this article, a reinforcement learning (RL)-based scalable technique is presented to control the probabilistic Boolean control networks (PBCNs). In particular, a double deep- $Q$ network (DD $Q\text{N}$ ) approach is firstly proposed to address… read more here.
Keywords: control; boolean control; learning based; control networks ... See more keywords
Observability and Reconstructibility of Probabilistic Boolean Networks
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DOI: 10.1109/lcsys.2019.2925870
Abstract: In this letter, observability and reconstructibility properties of probabilistic boolean networks (PBNs) on a finite time interval are addressed. By assuming that the state update follows a probabilistic rule, while the output is a deterministic… read more here.
Keywords: reconstructibility probabilistic; reconstructibility; boolean networks; observability reconstructibility ... See more keywords
Stability Analysis of Probabilistic Boolean Networks With Switching Discrete Probability Distribution
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2022.3175931
Abstract: This article analyzes the stability of probabilistic Boolean networks (PBNs) with switching discrete probability distribution (DPD). First, the dynamics of PBNs with switching DPD is converted to an algebraic form by using the semitensor product… read more here.
Keywords: pbns switching; boolean networks; probabilistic boolean; discrete probability ... See more keywords
Pinning Asymptotic Stabilization of Probabilistic Boolean Networks: A Digraph Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Control of Network Systems"
DOI: 10.1109/tcns.2022.3141023
Abstract: This article investigates the pinning asymptotic stabilization of probabilistic Boolean networks (PBNs) by a digraph approach. In order to stabilize the PBN asymptotically, a mode-independent pinning control (MIPC) is designed to make the target state… read more here.
Keywords: digraph approach; stabilization probabilistic; boolean networks; probabilistic boolean ... See more keywords
A Polynomial-Time Criterion for Stability in Distribution of Probabilistic Boolean Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2024.3381331
Abstract: This brief studies the stability in distribution of large-scale probabilistic Boolean networks (PBNs) from the graph-theoretic aspect. The node removal technique is firstly developed to find the fixed points with probability one of PBNs. Then,… read more here.
Keywords: criterion; stability; probabilistic boolean; boolean networks ... See more keywords
Asymptotical Feedback Set Stabilization of Probabilistic Boolean Control Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2955974
Abstract: In this article, we investigate the asymptotical feedback set stabilization in distribution of probabilistic Boolean control networks (PBCNs). We prove that a PBCN is asymptotically feedback stabilizable to a given subset if and only if… read more here.
Keywords: feedback set; asymptotical feedback; set stabilization; control ... See more keywords
Pinning Stabilizer Design for Probabilistic Boolean Control Networks via Condensation Digraph.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3164909
Abstract: This article investigates the design of pinning controllers for state feedback stabilization of probabilistic Boolean control networks (PBCNs), based on the condensation digraph method. First, two effective algorithms are presented to achieve state feedback stabilization… read more here.
Keywords: condensation; probabilistic boolean; control networks; condensation digraph ... See more keywords
Synchronization of an Array of Coupled Probabilistic Boolean Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2021.3073201
Abstract: Two synchronization problems, synchronization with probability one and synchronization in probability, are investigated for an array of coupled probabilistic Boolean networks (CPBNs). Compared with the former one, the in-probability problem considers a more general situation,… read more here.
Keywords: boolean networks; array coupled; probabilistic boolean; coupled probabilistic ... See more keywords
A Learning Probabilistic Boolean Network Model of a Smart Grid with Applications in System Maintenance
Sign Up to like & getrecommendations! Published in 2024 at "Energies"
DOI: 10.3390/en17246399
Abstract: Probabilistic Boolean Networks can capture the dynamics of complex biological systems as well as other non-biological systems, such as manufacturing systems and smart grids. In this proof-of-concept manuscript, we propose a Probabilistic Boolean Network architecture… read more here.
Keywords: smart grid; boolean network; probabilistic boolean; boolean ... See more keywords