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Fast Variables in Stochastic Population Dynamics


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Produktinformationen
cover
cover
Artikel-Nr.:
     5667A-9783319212173
Hersteller:
     Springer Verlag
Herst.-Nr.:
     9783319212173
EAN/GTIN:
     9783319212173
Suchbegriffe:
Physik- und Astronomiebücher - engl...
Physik-, Astronomiebücher
Physik-Bücher
physik-, astronomiebücher
In this thesis two variants of the fast variable elimination method are developed. They are intuitive, simple to implement and give results which are in very good agreement with those found from numerical simulations. The relative simplicity of the techniques makes them ideal for applying to problems featuring demographic stochasticity, for experts and non-experts alike. Within the context of mathematical modelling, fast variable elimination is one of the central tools with which one can simplify a multivariate problem. When used in the context of of deterministic systems, the theory is quite standard, but when stochastic effects are present, it becomes less straightforward to apply. While the introductory and background chapters form an excellent primer to the theory of stochastic population dynamics, the techniques developed can be applied to systems exhibiting a separation of timescales in a variety of fields including population genetics, ecology and epidemiology.
Weitere Informationen:
Author:
George William Albert Constable
Verlag:
Springer International Publishing
Sprache:
eng
Weitere Suchbegriffe: Stochastik, Demographic stochasticity, Fast Variable Elimination Method, Moran model, Stochastic Population Dynamics, Stochastic Theory of Biological Systems, Stochastic Theory of Ecological Systems, Timescale Separation, data-driven science, modeling and theory building, systems biology
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