Methods and Models in Mathematical Biology Deterministic and Stochastic Approaches /

• Κύριοι συγγραφείς: Müller, Johannes (Συγγραφέας), Kuttler, Christina (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
• Έκδοση: 1st ed. 2015.
• Σειρά: Lecture Notes on Mathematical Modelling in the Life Sciences,
• Θέματα: Mathematics.; Life sciences.; Applied mathematics.; Engineering mathematics.; Applications of Mathematics.; Life Sciences, general.
• Φυσική περιγραφή: XIII, 711 p. 239 illus., 65 illus. in color. online resource.
• ISBN: 9783642272516
• ISSN: 2193-4789

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.