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
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;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426491