论文标题

从正面反馈顶点集找到布尔网络的固定点

Finding the fixed points of a Boolean network from a positive feedback vertex set

论文作者

Aracena, Julio, Cabreras-Crot, Luis, Salinas, Lilian

论文摘要

在布尔网络对生物系统的建模中,一个关键问题是找到给定网络的固定点集。一些构造的算法考虑了相互作用图的某些结构特性,如Akutsu等人所提出的结构特性。在\ cite {akutsu1998system,zhang2007algorithms}中,考虑图形的反馈顶点集。但是,这些方法没有考虑其组件之间的作用类型(激活,抑制)。 在本文中,我们提出了一种新算法,用于根据积极的反馈顶点集$ p $的相互作用图,并通过应用顺序更新时间表,在时间$ o(2^{| p | p |} \ cdot n^2)$中,其中$ n是$ n $ n是组合数的数量。该算法的理论基础是一个很好的表征,我们给出了布尔网络的动态行为,而没有正循环,并且具有固定点。 可以在Java中制作的\ afp的可执行文件和一些输入文件的示例,网址为:\ href {http://www.inf.udec.cl/~lilian/fpcollector/} {\ url} {\ url

In the modeling of biological systems by Boolean networks a key problem is finding the set of fixed points of a given network. Some constructed algorithms consider certain structural properties of the interaction graph like those proposed by Akutsu et al. in \cite{akutsu1998system,zhang2007algorithms} which consider a feedback vertex set of the graph. However, these methods do not take into account the type of action (activation, inhibition) between its components. In this paper we propose a new algorithm for finding the set of fixed points of a Boolean network, based on a positive feedback vertex set $P$ of its interaction graph and which works, by applying a sequential update schedule, in time $O(2^{|P|} \cdot n^2)$, where $n$ is the number of components. The theoretical foundation of this algorithm is due a nice characterization, that we give, of the dynamical behavior of the Boolean networks without positive cycles and with a fixed point. An executable file of \Afp made in Java and some examples of input files are available at: \href{http://www.inf.udec.cl/~lilian/FPCollector/}{\url{www.inf.udec.cl/~lilian/FPCollector/}}

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