Computational analysis of biochemical systems

Author: Eberhard O. Voit
Publisher:
Publish Date: 2006-01-01
Features: This book combines with the PLAS software, targeting biochemists, genetic researchers, and bioengineering professionals, explaining how to use modern computational methods to analyze complex biochemical systems. Reading and learning this book do not require a deep mathematical foundation. The book separates mathematical background from professional applications, directly citing mathematical conclusions in biochemical analysis, and readers can refer to the corresponding mathematical knowledge if necessary. Starting from the modeling of biochemical systems, this book introduces the operation of the PLAS software and integrates it throughout computer simulation, parameter estimation, and the analysis of method reliability and sensitivity. The book also provides a detailed study of four existing literature examples, accurately describing the complete method of mathematical modeling for biochemical systems. Each chapter includes exercises with some answers and hints. The book also provides relevant web addresses for accessing data resources. The PLAS software can be downloaded from the internet. Starting from the modeling of biochemical systems, this book introduces the operation of the PLAS software and integrates it throughout computer simulation, parameter estimation, and the analysis of method reliability and sensitivity. The book also provides a detailed study of four existing literature examples, describing the complete method of mathematical modeling for biochemical systems.