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ASSA-PBN 3.0: Analysing Context-Sensitive Probabilistic Boolean Networks

机译:ASSA-PBN 3.0:分析上下文相关概率布尔网络

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We present a major new release of ASSA-PBN, a software tool for modelling, simulation, and analysis of probabilistic Boolean networks (PBNs). The new version enables the support for context-sensitive PBNs (CPBNs), which can well balance the uncertainty and stability of the modelled biological systems. It contributes mainly in three aspects. Firstly, it designs a high-level language for specifying CPBNs. Secondly, it implements various simulation-based methods for simulating CPBNs and analysing their long-run dynamics. Last but not least, it provides an efficient method to identify all the attractors of a CPBN. Thanks to its divide and conquer strategy, the implemented detection algorithm can deal with large and realistic biological networks under both synchronous and asynchronous updating schemes.
机译:我们介绍了ASSA-PBN的主要新版本,这是一种用于对概率布尔网络(PBN)进行建模,仿真和分析的软件工具。新版本支持上下文相关的PBN(CPBN),可以很好地平衡建模生物系统的不确定性和稳定性。它主要在三个方面做出贡献。首先,它设计了用于指定CPBN的高级语言。其次,它实现了各种基于仿真的方法来模拟CPBN并分析其长期动态。最后但并非最不重要的一点是,它提供了一种识别CPBN所有吸引子的有效方法。由于其分而治之的策略,所实现的检测算法可以在同步和异步更新方案下处理大型且现实的生物网络。

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