Stability Analysis for Discrete Biological Models Using Algebraic Methods |
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Authors: | Xiaoliang Li Chenqi Mou Wei Niu Dongming Wang |
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Affiliation: | 1. LMIB ?C SKLSDE ?C School of Mathematics and Systems Science, Beihang University, Beijing, 100191, China 2. Laboratoire d??Informatique de Paris 6, Universit?? Pierre et Marie Curie ?C CNRS, 4 place Jussieu, BP 169, 75252, Paris Cedex 05, France
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Abstract: | This paper is concerned with stability analysis of biological networks modeled as discrete and finite dynamical systems. We show how to use algebraic methods based on quantifier elimination, real solution classification and discriminant varieties to detect steady states and to analyze their stability and bifurcations for discrete dynamical systems. For finite dynamical systems, methods based on Gr?bner bases and triangular sets are applied to detect steady states. The feasibility of our approach is demonstrated by the analysis of stability and bifurcations of several discrete biological models using implementations of algebraic methods. |
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