大葉大學圖書館 |

The statistical physics of fixation and equilibration in individual-based models[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	530.1595
書名/作者:	The statistical physics of fixation and equilibration in individual-based models/ by Peter Ashcroft.
作者:	Ashcroft, Peter.
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	xv, 164 p. : : ill. (some col.), digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Statistical physics.
標題:	Physics.
標題:	Socio- and Econophysics, Population and Evolutionary Models.
標題:	Mathematical and Computational Biology.
標題:	Bioinformatics.
標題:	Probability Theory and Stochastic Processes.
標題:	Game Theory, Economics, Social and Behav. Sciences.
標題:	Cancer Research.
ISBN:	9783319412139
ISBN:	9783319412122
內容註:	Introduction -- Technical Background -- Finite Populations in Switching Environments -- Fixation Time Distribution -- Metastable States in Cancer Initiation -- The WKB Method: A User-guide -- Conclusions.
摘要、提要註:	This thesis explores several interdisciplinary topics at the border of theoretical physics and biology, presenting results that demonstrate the power of methods from statistical physics when applied to neighbouring disciplines. From birth-death processes in switching environments to discussions on the meaning of quasi-potential landscapes in high-dimensional spaces, this thesis is a shining example of the efficacy of interdisciplinary research. The fields advanced in this work include game theory, the dynamics of cancer, and invasion of mutants in resident populations, as well as general contributions to the theory of stochastic processes. The background material provides an intuitive introduction to the theory and applications of stochastic population dynamics, and the use of techniques from statistical physics in their analysis. The thesis then builds on these foundations to address problems motivated by biological phenomena.
電子資源:	http://dx.doi.org/10.1007/978-3-319-41213-9

The statistical physics of fixation and equilibration in individual-based models[electronic resource] /
Ashcroft, Peter.

The statistical physics of fixation and equilibration in individual-based models[electronic resource] /by Peter Ashcroft. - Cham :Springer International Publishing :2016. - xv, 164 p. :ill. (some col.), digital ;24 cm. - Springer theses,2190-5053. - Springer theses..

Introduction -- Technical Background -- Finite Populations in Switching Environments -- Fixation Time Distribution -- Metastable States in Cancer Initiation -- The WKB Method: A User-guide -- Conclusions.

This thesis explores several interdisciplinary topics at the border of theoretical physics and biology, presenting results that demonstrate the power of methods from statistical physics when applied to neighbouring disciplines. From birth-death processes in switching environments to discussions on the meaning of quasi-potential landscapes in high-dimensional spaces, this thesis is a shining example of the efficacy of interdisciplinary research. The fields advanced in this work include game theory, the dynamics of cancer, and invasion of mutants in resident populations, as well as general contributions to the theory of stochastic processes. The background material provides an intuitive introduction to the theory and applications of stochastic population dynamics, and the use of techniques from statistical physics in their analysis. The thesis then builds on these foundations to address problems motivated by biological phenomena.

ISBN: 9783319412139

Standard No.: 10.1007/978-3-319-41213-9doiSubjects--Topical Terms:

189596
Statistical physics.

LC Class. No.: QC174.8

Dewey Class. No.: 530.1595

The statistical physics of fixation and equilibration in individual-based models[electronic resource] /
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