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Stochastic models for structured populations[electronic resource] :scaling limits and long time behavior /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	519.22
書名/作者:	Stochastic models for structured populations : scaling limits and long time behavior // by Sylvie Meleard, Vincent Bansaye.
作者:	Bansaye, Vincent.
其他作者:	Meleard, Sylvie.
出版者:	Cham : : Springer International Publishing :, 2015.
面頁冊數:	x, 107 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Stochastic processes - Mathematical models.
標題:	Mathematics.
標題:	Probability Theory and Stochastic Processes.
標題:	Genetics and Population Dynamics.
標題:	Theoretical Ecology/Statistics.
ISBN:	9783319217116
ISBN:	9783319217109
內容註:	Introduction -- Discrete Monotype Population Models and One-dimensional Stochastic Differential Equations -- Birth and Death Processes -- Scaling Limits for Birth and Death Processes -- Continuous State Branching Processes -- Feller Diffusion with Random Catastrophes -- Structured Populations and Measure-valued Stochastic Differential Equations -- Population Point Measure Processes -- Scaling limits for the individual-based process -- Splitting Feller Diffusion for Cell Division with Parasite Infection -- Markov Processes along Continuous Time Galton-Watson Trees -- Appendix.
摘要、提要註:	In this contribution, several probabilistic tools to study population dynamics are developed. The focus is on scaling limits of qualitatively different stochastic individual based models and the long time behavior of some classes of limiting processes. Structured population dynamics are modeled by measure-valued processes describing the individual behaviors and taking into account the demographic and mutational parameters, and possible interactions between individuals. Many quantitative parameters appear in these models and several relevant normalizations are considered, leading to infinite-dimensional deterministic or stochastic large-population approximations. Biologically relevant questions are considered, such as extinction criteria, the effect of large birth events, the impact of environmental catastrophes, the mutation-selection trade-off, recovery criteria in parasite infections, genealogical properties of a sample of individuals. These notes originated from a lecture series on Structured Population Dynamics at Ecole polytechnique (France) Vincent Bansaye and Sylvie Meleard are Professors at Ecole Polytechnique (France) They are a specialists of branching processes and random particle systems in biology. Most of their research concerns the applications of probability to biodiversity, ecology and evolution.
電子資源:	http://dx.doi.org/10.1007/978-3-319-21711-6

Stochastic models for structured populations[electronic resource] :scaling limits and long time behavior /
Bansaye, Vincent.

Stochastic models for structured populationsscaling limits and long time behavior /[electronic resource] :by Sylvie Meleard, Vincent Bansaye. - Cham :Springer International Publishing :2015. - x, 107 p. :ill., digital ;24 cm. - Mathematical biosciences institute lecture series ;1.4. - Mathematical biosciences institute lecture series ;v.1..

Introduction -- Discrete Monotype Population Models and One-dimensional Stochastic Differential Equations -- Birth and Death Processes -- Scaling Limits for Birth and Death Processes -- Continuous State Branching Processes -- Feller Diffusion with Random Catastrophes -- Structured Populations and Measure-valued Stochastic Differential Equations -- Population Point Measure Processes -- Scaling limits for the individual-based process -- Splitting Feller Diffusion for Cell Division with Parasite Infection -- Markov Processes along Continuous Time Galton-Watson Trees -- Appendix.

In this contribution, several probabilistic tools to study population dynamics are developed. The focus is on scaling limits of qualitatively different stochastic individual based models and the long time behavior of some classes of limiting processes. Structured population dynamics are modeled by measure-valued processes describing the individual behaviors and taking into account the demographic and mutational parameters, and possible interactions between individuals. Many quantitative parameters appear in these models and several relevant normalizations are considered, leading to infinite-dimensional deterministic or stochastic large-population approximations. Biologically relevant questions are considered, such as extinction criteria, the effect of large birth events, the impact of environmental catastrophes, the mutation-selection trade-off, recovery criteria in parasite infections, genealogical properties of a sample of individuals. These notes originated from a lecture series on Structured Population Dynamics at Ecole polytechnique (France) Vincent Bansaye and Sylvie Meleard are Professors at Ecole Polytechnique (France) They are a specialists of branching processes and random particle systems in biology. Most of their research concerns the applications of probability to biodiversity, ecology and evolution.

ISBN: 9783319217116

Standard No.: 10.1007/978-3-319-21711-6doiSubjects--Topical Terms:

468795
Stochastic processes
--Mathematical models.

LC Class. No.: QA274

Dewey Class. No.: 519.22

Stochastic models for structured populations[electronic resource] :scaling limits and long time behavior /
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