A Guide to Numerical Modelling in Systems Biology

DOI10.1007/978-3-319-20059-0zbMath1325.92001OpenAlexW2189977106WikidataQ57981899 ScholiaQ57981899MaRDI QIDQ5262880

Susanna Röblitz, Peter Deuflhard

Publication date: 9 July 2015

Published in: Texts in Computational Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-20059-0

zbMATH Keywords

initial value problemextrapolation methodsingularly perturbed problemRunge-Kutta methodnumerical simulationenzyme kineticslinear least squares problemODE systemssystems biologyAdams methodnon-linear least squares problemimplicit numerical integrationODE networksparameter identification in ODE models

Mathematics Subject Classification ID

Numerical methods for initial value problems involving ordinary differential equations (65L05) General applied mathematics (00A69) General biology and biomathematics (92B05) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to biology (92-01) Systems biology, networks (92C42)

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