Math. Model. Nat. Phenom.
Volume 10, Number 3, 2015Model Reduction
|Page(s)||105 - 123|
|Published online||22 June 2015|
Entropy-inspired Lyapunov Functions and Linear First Integrals for Positive Polynomial Systems
1 Process Control Research Group,
Computer and Automation Research Institute H-1111 Budapest,
2 Department of Electrical Engineering and Information Systems University of Pannonia, H-8200 Veszprém, Egyetem u. 10, Hungary
3 Faculty of Information Technology, Pázmány Péter Catholic University Práter u. 50/a, H-1083 Budapest, Hungary
Corresponding author. E-mail: firstname.lastname@example.org
Two partially overlapping classes of positive polynomial systems, chemical reaction networks with mass action law (MAL-CRNs) and quasi-polynomial systems (QP systems) are considered. Both of them have an entropy-like Lyapunov function associated to them which are similar but not the same. Inspired by the work of Prof. Gorban  on the entropy-functionals for Markov chains, and using results on MAL-CRN and QP-systems theory we characterize MAL-CRNs and QP systems that enable both types of entropy-like Lyapunov functions. The starting point of the analysis is the class of linear weakly reversible MAL-CRNs that are mathematically equivalent to Markov chains with an equilibrium point where various entropy level set equivalent Lyapunov functions are available. We show that non-degenerate linear kinetic systems with a linear first integral (that corresponds to conservation) can be transformed to linear weakly reversible MAL-CRNs using linear diagonal transformation, and the coefficient matrix of this system is diagonally stable. This implies the existence of the weighted version of the various entropy level set equivalent Lyapunov functions for non-degenerate linear kinetic systems with a linear first integral. Using translated X-factorable phase space transformations and nonlinear variable transformations a dynamically similar linear ODE model is associated to the QP system models with a positive equilibrium point. The non-degenerate kinetic property together with the existence of positive equilibrium point form a sufficient condition of the existence of the weighted version of the various entropy level set equivalent Lyapunov functions in this case. Further extension has been obtained by using the time re-parametrization transformation defined for QP models.
Mathematics Subject Classification: 34C60 / 05C50 / 34D05 / 34D23 / 80A30
Key words: positive polynomial systems / quasi-polynomial systems / chemical reaction networks
© EDP Sciences, 2015
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