We present ASSA-PBN, a tool for approximate steady-state analysis of large probabilistic Boolean networks (PBNs). ASSA-PBN contains a constructor, a simulator, and an analyser which can approximately compute the steady-state probabilities of PBNs. For large PBNs, such approximate analysis is the only viable way to study their long-run behaviours. Experiments show that ASSA-PBN can handle large PBNs with a few thousands of nodes.
CITATION STYLE
Mizera, A., Pang, J., & Yuan, Q. (2015). ASSA-PBN: An approximate steady-state analyser of probabilistic boolean networks. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9364, pp. 214–220). Springer Verlag. https://doi.org/10.1007/978-3-319-24953-7_16
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