Stochastic Dynamics in Computational Biology 9783030623869 (Paperback)

Category

Cybernetics & systems theory

Store

Wordery

Brand

Springer international publish

Stochastic Dynamics in Computational Biology : Springer : 9783030623869 : 3030623866 : 05 Jan 2021 : The aim of this book is to provide a well-structured and coherent overview of existing mathematical modeling approaches for biochemical reaction systems, investigating relations between both the conventional models and several types of deterministic-stochastic hybrid model recombinations. Another main objective is to illustrate and compare diverse numerical simulation schemes and their computational effort. Unlike related works, this book presents a broad scope in its applications, from offering a detailed introduction to hybrid approaches for the case of multiple population scales to discussing the setting of time-scale separation resulting from widely varying firing rates of reaction channels. Additionally, it also addresses modeling approaches for non well-mixed reaction-diffusion dynamics, including deterministic and stochastic PDEs and spatiotemporal master equations. Finally, by t

69.99 GBP