A Guide to Numerical Modelling in Systems Biology - Couverture rigide

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Deuflhard, Peter; Röblitz, Susanna

 
9783319200583: A Guide to Numerical Modelling in Systems Biology
Couverture rigide
ISBN 10 : 3319200585 ISBN 13 : 9783319200583
Editeur : Springer International Publishing AG, 2015

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Peter Deuflhard, founder of ZIB and co-founder of MATHEON in Berlin, has written successful books in numerical analysis and scientific computing (three of them with Springer).

Susanna Röblitz is Head of the research group Computational Systems Biology at ZIB and professor for Applied Mathematics and Bioinformatics at FU Berlin.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2015
Langue
anglais
ISBN 10 
3319200585
ISBN 13 
9783319200583
Reliure
Relié
Numéro d'édition
1
Nombre de pages
168
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
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Hamburg
Allemagne

Autres éditions populaires du même titre

9783319368825: A Guide to Numerical Modelling in Systems Biology

Edition présentée

ISBN 10 :  3319368826 ISBN 13 :  9783319368825
Editeur : Springer, 2016
Couverture souple