• DocumentCode
    3583693
  • 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
  • fYear
    2013
  • Firstpage
    3640
  • Lastpage
    3645
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 2013 European
  • Type

    conf

  • Filename
    6669352