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Methods and Models in Mathematical Biology: Deterministic and Stochastic Approaches

Methods and Models in Mathematical Biology: Deterministic and Stochastic Approaches

Paperback

Series: Lecture Notes on Mathematical Modelling in the Life Sciences

General MathematicsGeneral ScienceProbability & Statistics

ISBN10: 3642272509
ISBN13: 9783642272509
Publisher: Springer
Published: Aug 20 2015
Pages: 711
Weight: 2.21
Height: 1.45 Width: 6.14 Depth: 9.21
Language: English

This book developed from classes in mathematical biology taught by the authors over several years at the Technische Universität München. The main themes are modeling principles, mathematical principles for the analysis of these models and model-based analysis of data. The key topics of modern biomathematics are covered: ecology, epidemiology, biochemistry, regulatory networks, neuronal networks and population genetics. A variety of mathematical methods are introduced, ranging from ordinary and partial differential equations to stochastic graph theory and branching processes. A special emphasis is placed on the interplay between stochastic and deterministic models.

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Müller, Johannes

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General Mathematics