A Guide to Numerical Modelling in Systems Biology / Texts in Computational Science and Engineering Bd.12 (PDF)
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This book is intended for students of computational systems biology with only a limited background in mathematics. Typical books on systems biology merely mention algorithmic approaches, but without offering a deeper understanding. On the other hand, mathematical books are typically unreadable for computational biologists. The authors of the present book have worked hard to fill this gap. The result is not a book on systems biology, but on computational methods in systems biology. This book originated from courses taught by the authors at Freie Universität Berlin. The guiding idea of the courses was to convey those mathematical insights that are indispensable for systems biology, teaching the necessary mathematical prerequisites by means of many illustrative examples and without any theorems. The three chapters cover the mathematical modelling of biochemical and physiological processes, numerical simulation of the dynamics of biological networks, and identification of model parameters by means of comparisons with real data. Throughout the text, the strengths and weaknesses of numerical algorithms with respect to various systems biological issues are discussed. Web addresses for downloading the corresponding software are also included.
Susanna Röblitz is Head of the research group Computational Systems Biology at ZIB and professor for Applied Mathematics and Bioinformatics at FU Berlin.
- Autoren: Peter Deuflhard , Susanna Röblitz
- 2015, 2015, 168 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319200593
- ISBN-13: 9783319200590
- Erscheinungsdatum: 06.07.2015
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- Größe: 2.84 MB
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“It focuses almost solely on the mundanemathematical topic of ordinary differential equations (ODEs) and theirparameter estimation … . the prime readership for this volume is to be foundmore amongst advanced researchers in systems biology trying to find reasons forunstable results of some ODE simulation or identification packages.” (L.-F. Pau,Computing Reviews, November, 2015)
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