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Stability of piecewise-linear models of genetic regulatory networks |
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| Authors: | Lin Peng Qin Kai-Yu and Wu Hai-Yan |
| Affiliation: | Institute of Astronautics and Aeronautics, University of Electronic Science and Technology of China, Chengdu 610054, China;Institute of Astronautics and Aeronautics, University of Electronic Science and Technology of China, Chengdu 610054, China;Institute of Astronautics and Aeronautics, University of Electronic Science and Technology of China, Chengdu 610054, China |
| Abstract: | This paper investigates the stability of the equilibria of the piecewise-linear models of genetic regulatory networks on the intersection of the thresholds of all variables. It first studies circling trajectories and derives some stability conditions by quantitative analysis in the state transition graph. Then it proposes a common Lyapunov function for convergence analysis of the piecewise-linear models and gives a simple sign condition. All the obtained conditions are only related to the constant terms on the right-hand side of the differential equation after bringing the equilibrium to zero. |
| Keywords: | genetic regulatory networks piecewise-linear model Lyapunov function |
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