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Introduction to Modeling Biological Cellular Control Systems by Weijiu Liu
Introduction to Modeling Biological Cellular Control Systems by Weijiu Liu
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Introduction to Modeling Biological Cellular Control Systems

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Description

This textbook contains the essential knowledge in modeling, simulation, analysis, and applications in dealing with biological cellular control systems. In particular, the book shows how to use the law of mass balance and the law of mass action to derive an enzyme kinetic model - the Michaelis-Menten function or the Hill function, how to use a current-voltage relation, Nernst potential equilibrium equation, and Hodgkin and Huxley's models to model an ionic channel or pump, and how to use the law of mass balance to integrate these enzyme or channel models into a complete feedback control system. The book also illustrates how to use data to estimate parameters in a model, how to use MATLAB to solve a model numerically, how to do computer simulations, and how to provide model predictions. Furthermore, the book demonstrates how to conduct a stability and sensitivity analysis on a model.
Release date NZ
March 2nd, 2014
Author
Audience
  • Professional & Vocational
Illustrations
XII, 272 p.
Pages
272
Series
Dimensions
155x235x15
ISBN-13
9788847056367
Product ID
22245064

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