Introduction to Modeling Biological Cellular Control Systems
by
Weijiu Liu
Book Details
Format
Hardback or Cased Book
Book Series
MS&A
ISBN-10
8847024897
ISBN-13
9788847024892
Publisher
Springer Verlag
Imprint
Springer Verlag
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Dec 13th, 2011
Print length
272 Pages
Weight
666 grams
Dimensions
15.90 x 24.20 x 1.90 cms
Ksh 8,100.00
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Here is essential coverage of modeling, simulation, analysis and applications dealing with biological cellular control systems. Shows how to use data to estimate parameters, and use MATLAB for simulations, predictions and stability and sensitivity analysis.
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.
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