Deterministic versus stochastic modelling in biochemistry and systems biology
Paola Lecca, Ian Laurenzi, Ferenc Jordan
Currently, stochastic kinetic models are considered to be the most realistic and elegant way to represent and simulate the dynamics of biochemical and biological networks.
This book introduces and critically reviews the application of mathematical concepts and formalisms to the deterministic and stochastic foundations of biochemical kinetics. The authors are specifically concerned with the modeling and simulation of these interactions and report on the most recent case studies in biochemistry, pharmacology and biology from the modeling perspective. Chapters describe and apply stochastic simulation algorithms recently developed to implement a stochastic formulation of the biochemical and biological kinetics and present discrete stochastic formalisms created by computer scientists for modeling biological systems and processes.
This book introduces and critically reviews the application of mathematical concepts and formalisms to the deterministic and stochastic foundations of biochemical kinetics. The authors are specifically concerned with the modeling and simulation of these interactions and report on the most recent case studies in biochemistry, pharmacology and biology from the modeling perspective. Chapters describe and apply stochastic simulation algorithms recently developed to implement a stochastic formulation of the biochemical and biological kinetics and present discrete stochastic formalisms created by computer scientists for modeling biological systems and processes.
カテゴリー:
年:
2013
版:
1
出版社:
Woodhead Publishing
言語:
english
ページ:
410
ISBN 10:
190756862X
ISBN 13:
9781907568626
シリーズ:
Woodhead Publishing Series in Biomedicine
ファイル:
PDF, 11.49 MB
IPFS:
,
english, 2013
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