JOURNAL ARTICLE

Set stability and synchronization of generalized asynchronous probabilistic Boolean networks with impulsive effects

Fukun LiuYu-jie SunChuan ZhangLunshi XuHao Zhang

Year: 2025 Journal:   PLoS ONE Vol: 20 (2)Pages: e0318038-e0318038   Publisher: Public Library of Science

Abstract

This paper investigates the set stability of generalized asynchronous probabilistic Boolean networks (GAPBNs) with impulsive effects. To this end, an efficient algorithm is designed to determine the largest invariant set of a given set. A necessary and sufficient criterion is then derived to determine set stability of GAPBNs with impulsive effects. Subsequently, the global stability and synchronization of GAPBNs with impulsive effects were verified by selecting different sets. Finally, examples are given to illustrate the results on set stability and synchronization.

Keywords:
Asynchronous communication Probabilistic logic Synchronization (alternating current) Set (abstract data type) Stability (learning theory) Boolean network Computer science Invariant (physics) Mathematics Boolean function Topology (electrical circuits) Algorithm Artificial intelligence Combinatorics Telecommunications Machine learning

Metrics

1
Cited By
2.68
FWCI (Field Weighted Citation Impact)
36
Refs
0.73
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Gene Regulatory Network Analysis
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
Neural Networks Stability and Synchronization
Physical Sciences →  Computer Science →  Computer Networks and Communications
Bioinformatics and Genomic Networks
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology

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