• DocumentCode
    592375
  • Title

    Finding invariant sets for biological systems using monomial domination

  • Author

    August, E. ; Craciun, G. ; Koeppl, Heinz

  • Author_Institution
    Dept. of Inf. Technol. & Electr. Eng., ETH Zurich, Zurich, Switzerland
  • fYear
    2012
  • fDate
    10-13 Dec. 2012
  • Firstpage
    3001
  • Lastpage
    3006
  • Abstract
    In this paper we present a novel approach to the analysis of nonnegative dynamical systems whose vector fields are polynomial or rational functions. Our analysis framework is based on results developed and presented in a previous study on general conditions that imply non-vanishing of polynomial functions on the positive orthant. This approach is due to the sparsity of the negative terms in the polynomial, which are then “dominated” by the positive terms. Particularly, we present a novel approach to find invariant sets of a dynamical system and one to aid the search for the number of possible equilibria of the system. To illustrate this approach we apply it to a model of a food web to check for overpopulation or extinction of species.
  • Keywords
    biology; polynomials; set theory; vectors; analysis framework; biological systems; food web; invariant sets; monomial domination; nonnegative dynamical systems; polynomial functions; positive terms; rational functions; system equilibria; vector fields; Biological system modeling; Lyapunov methods; Polynomials; Sociology; Statistics; Trajectory; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
  • Conference_Location
    Maui, HI
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-2065-8
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2012.6426491
  • Filename
    6426491