A graph-theoretical approach for the analysis and model reduction of complex-balanced chemical reaction networks

被引:0
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作者
Shodhan Rao
Arjan van der Schaft
Bayu Jayawardhana
机构
[1] University of Groningen,Center for Systems Biology
[2] University of Groningen,Johann Bernoulli Institute for Mathematics and Computer Science
[3] University of Groningen,Institute of Technology and Management
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关键词
Weighted Laplacian matrix; Linkage classes; Zero-deficiency networks; Persistence conjecture; Equilibria; Schur complement; 05C50; 34D05; 34D20; 93A15; 93C15;
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摘要
In this paper we derive a compact mathematical formulation describing the dynamics of chemical reaction networks that are complex-balanced and are governed by mass action kinetics. The formulation is based on the graph of (substrate and product) complexes and the stoichiometric information of these complexes, and crucially uses a balanced weighted Laplacian matrix. It is shown that this formulation leads to elegant methods for characterizing the space of all equilibria for complex-balanced networks and for deriving stability properties of such networks. We propose a method for model reduction of complex-balanced networks, which is similar to the Kron reduction method for electrical networks and involves the computation of Schur complements of the balanced weighted Laplacian matrix.
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页码:2401 / 2422
页数:21
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