bookMedical Entomology and ZoologyApr 8, 2011Closed access

Analysis and Control of Boolean Networks: A Semi-tensor Product Approach

Chinese Academy of Sciences · Academy of Mathematics and Systems Science

Abstract

A Boolean network is a logical dynamic system, which has been used to describe cellular networks. Using a new matrix product, called semi-tensor product of matrices, a logical function can be expressed as an algebraic function. This expression can covert the Boolean networks into discrete-time linear dynamic systems. Similarly, the Boolean control networks can also be converted into discrete time bilinear dynamic systems. Under these forms the standard matrix analysis can be used to consider the structure and the control problems of Boolean (control) networks. After the detailed description of this new approach, the controllability of Boolean control networks is considered in the paper as an application.

Citation impact

955
total citations
FWCI
32.40
Percentile
100%
References
17
Citations per year

Authors

2

Topics & keywords

Keywords
  • Boolean network
  • And-inverter graph
  • Boolean function
  • Product term
  • Controllability
  • Circuit minimization for Boolean functions
  • Boolean expression
  • Tensor product
No related works found for this paper.