Title :
Multistability equivalence between gene regulatory networks of different dimensionality
Author :
Schittler, Daniella ; Allgower, F. ; Waldherr, Steffen
Author_Institution :
Inst. for Syst. Theor. & Autom. Control, Univ. Stuttgart, Stuttgart, Germany
Abstract :
This paper formulates and addresses the problem of equivalence in terms of multistability properties between gene regulatory systems of different dimensionality. Given a dynamical system of a gene regulatory network, and the structure of another, higher-dimensional gene regulatory network, the aim is to find a dynamical system for the latter which has the same stability properties as the former.We propose construction rules for the dynamics of a high-dimensional system, given the low-dimensional system and the high-dimensional network structure. These construction rules yield a multistability-equivalent system, as we prove in this work. The usefulness of our method is illustrated with an exemplary gene regulatory network, for which we construct a dynamical system which has the same multistability properties as a given, low-dimensional model of gene regulation.
Keywords :
genetic algorithms; multidimensional systems; stability; construction rules; dimensionality; dynamical system; gene regulation; gene regulatory networks; gene regulatory systems; high-dimensional network structure; high-dimensional system; higher-dimensional gene regulatory network; low-dimensional system; multistability equivalence; multistability property; multistability-equivalent system; Biological system modeling; Eigenvalues and eigenfunctions; Indexes; Jacobian matrices; Steady-state; Transfer functions; Vectors;
Conference_Titel :
Control Conference (ECC), 2013 European