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Stochastic Chemical Reaction Systems in Biology cover

Stochastic Chemical Reaction Systems in Biology

by Hong Qian, Hao Ge

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About this book

<p>This book provides an introduction to the analysis of stochastic dynamic models in biology and medicine. The main aim is to offer a coherent set of probabilistic techniques and mathematical tools which can be used for the simulation and analysis of various biological phenomena. These tools are illustrated on a number of examples. For each example, the biological background is described, and mathematical models are developed following a unified set of principles. These models are then analyzed and, finally, the biological implications of the mathematical results are interpreted. The biological topics covered include gene expression, biochemistry, cellular regulation, and cancer biology. The book will be accessible to graduate students who have a strong background in differential equations, the theory of nonlinear dynamical systems, Markovian stochastic processes, and both discrete and continuous state spaces, and who are familiar with the basic concepts of probability theory.</p><br>

Details

Format
Paperback
Pages
351
Publisher
Springer International Publishing
Language
EN
Edition
1st ed. 2021
ISBN-13
9783030862510
ISBN-10
3030862518

Categories

Mathematics, Science, Life Sciences, Biology