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Lee, Chang Hyeong
Stochastic Analysis & Simulation(SAS) Lab
Research Interests
  • Stochastic analysis/computation, epidemic modeling, biological system simulation

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A multi-time-scale analysis of chemical reaction networks: I. Deterministic systems

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Title
A multi-time-scale analysis of chemical reaction networks: I. Deterministic systems
Author
Lee, Chang HyeongOthmer, Hans G.
Keywords
Chemical reaction networks; Multi-time-scale analysis; Reduction of graph of reaction networks
Issue Date
2010-03
Publisher
SPRINGER
Citation
JOURNAL OF MATHEMATICAL BIOLOGY, v.60, no.3, pp.387 - 450
Abstract
We consider deterministic descriptions of reaction networks in which different reactions occur on at least two distinct time scales. We show that when a certain Jacobian is nonsingular there is a coordinate system in which the evolution equations for slow and fast variables are separated, and we obtain the appropriate initial conditions for the transformed system. We also discuss topological properties which guarantee that the nonsingularity condition is satisfied, and show that in the new coordinate frame the evolution of the slow variables on the slow time scale is independent of the fast variables to lowest order in a small parameter. Several examples that illustrate the numerical accuracy of the reduction are presented, and an extension of the reduction method to three or more time scale networks is discussed.
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DOI
10.1007/s00285-009-0269-4
ISSN
0303-6812
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PHY_Journal Papers
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