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ASSA-PBN: An Approximate Steady-State Analyser of Probabilistic Boolean Networks

机译:ASSA-PBN:概率布尔网络的近似稳态分析器

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摘要

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.
机译:我们介绍了ASSA-PBN,这是一种用于大型概率布尔网络(PBN)的近似稳态分析的工具。 ASSA-PBN包含一个构造函数,一个模拟器和一个分析器,它们可以近似地计算PBN的稳态概率。对于大型PBN,这种近似分析是研究其长期行为的唯一可行方法。实验表明,ASSA-PBN可以处理具有数千个节点的大型PBN。

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