English

Fixed points of Boolean networks, guessing graphs, and coding theory

Discrete Mathematics 2014-09-23 v1 Information Theory Dynamical Systems math.IT

Abstract

In this paper, we are interested in the number of fixed points of functions f:AnAnf:A^n\to A^n over a finite alphabet AA defined on a given signed digraph DD. We first use techniques from network coding to derive some lower bounds on the number of fixed points that only depends on DD. We then discover relationships between the number of fixed points of ff and problems in coding theory, especially the design of codes for the asymmetric channel. Using these relationships, we derive upper and lower bounds on the number of fixed points, which significantly improve those given in the literature. We also unveil some interesting behaviour of the number of fixed points of functions with a given signed digraph when the alphabet varies. We finally prove that signed digraphs with more (disjoint) positive cycles actually do not necessarily have functions with more fixed points.

Keywords

Cite

@article{arxiv.1409.6144,
  title  = {Fixed points of Boolean networks, guessing graphs, and coding theory},
  author = {Maximilien Gadouleau and Adrien Richard and Søren Riis},
  journal= {arXiv preprint arXiv:1409.6144},
  year   = {2014}
}
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