Mathematical Modeling for the Life Sciences

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Beschreibung

Proposing a wide range of mathematical models that are currently used in life sciences may be regarded as a challenge, and that is precisely the challenge that this book takes up. Of course this panoramic study does not claim to offer a detailed and exhaustive view of the many interactions between mathematical models and life sciences. This textbook provides a general overview of realistic mathematical models in life sciences, considering both deterministic and stochastic models and covering dynamical systems, game theory, stochastic processes and statistical methods. Each mathematical model is explained and illustrated individually with an appropriate biological example. Finally three appendices on ordinary differential equations, evolution equations, and probability are added to make it possible to read this book independently of other literature.



This textbook provides a general overview of realistic mathematical models in life sciences, considering both deterministic and stochastic models and covering dynamical systems, game theory, stochastic processes, and statistical methods. Each mathematical model is explained and illustrated individually with an appropriate biological example. Three appendices on ordinary differential equations, evolution equations, and probability are included to make it possible to read this book independently of other literature.



Inhalt
General introduction.- Continuous-time dynamical systems.- Discrete-time dynamical systems.- Game theory and evolution.- Markov chains and diffusions.- Random arborescent models.- Statistics.

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Produktinformationen

Titel
Mathematical Modeling for the Life Sciences
Autor
EAN
9783540253051
ISBN
354025305X
Format
Kartonierter Einband
Herausgeber
Springer Berlin Heidelberg
Anzahl Seiten
180
Gewicht
283g
Größe
H235mm x B155mm x T9mm
Jahr
2005
Untertitel
Englisch
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