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Discrete & Continuous Dynamical Systems - S
Article . 2011 . Peer-reviewed
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Article . 2011
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https://dx.doi.org/10.48550/ar...
Article . 2013
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Dynamics of boolean networks

Dynamics of Boolean networks
Authors: Zou, Yi Ming;

Dynamics of boolean networks

Abstract

Boolean networks are special types of finite state time-discrete dynamical systems. A Boolean network can be described by a function from an n-dimensional vector space over the field of two elements to itself. A fundamental problem in studying these dynamical systems is to link their long term behaviors to the structures of the functions that define them. In this paper, a method for deriving a Boolean network's dynamical information via its disjunctive normal form is explained. For a given Boolean network, a matrix with entries 0 and 1 is associated with the polynomial function that represents the network, then the information on the fixed points and the limit cycles is derived by analyzing the matrix. The described method provides an algorithm for the determination of the fixed points from the polynomial expression of a Boolean network. The method can also be used to construct Boolean networks with prescribed limit cycles and fixed points. Examples are provided to explain the algorithm.

Keywords

algorithm, limit cycles, Quantitative Biology - Quantitative Methods, Boolean networks, FOS: Biological sciences, Switching theory, application of Boolean algebra; Boolean functions, stable states, disjunctive normal form, Paths and cycles, gene regulatory networks, Quantitative Methods (q-bio.QM)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green
gold