Introduction to Modeling Biological Cellular Control Systems (MS&A, 6) - Hardcover

Book 5 of 19: MS&A

Liu, Weijiu

 
9788847024892: Introduction to Modeling Biological Cellular Control Systems (MS&A, 6)
Hardcover
ISBN 10: 8847024897 ISBN 13: 9788847024892
Publisher: Springer, 2011

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2011
Language
English
ISBN 10 
8847024897
ISBN 13 
9788847024892
Binding
Hardcover
Number of pages
284

Other Popular Editions of the Same Title

9788847056367: Introduction to Modeling Biological Cellular Control Systems (MS&A, 6)

Featured Edition

ISBN 10:  8847056365 ISBN 13:  9788847056367
Publisher: Springer, 2014
Softcover