Introduction to Modeling Biological Cellular Control Systems

Introduction to Modeling Biological Cellular Control Systems
Author :
Publisher : Springer Science & Business Media
Total Pages : 275
Release :
ISBN-10 : 9788847024908
ISBN-13 : 8847024900
Rating : 4/5 (900 Downloads)

Book Synopsis Introduction to Modeling Biological Cellular Control Systems by : Weijiu Liu

Download or read book Introduction to Modeling Biological Cellular Control Systems written by Weijiu Liu and published by Springer Science & Business Media. This book was released on 2012-04-26 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Introduction to Modeling Biological Cellular Control Systems Related Books

Introduction to Modeling Biological Cellular Control Systems
Language: en
Pages: 275
Authors: Weijiu Liu
Categories: Mathematics
Type: BOOK - Published: 2012-04-26 - Publisher: Springer Science & Business Media

GET EBOOK

This textbook contains the essential knowledge in modeling, simulation, analysis, and applications in dealing with biological cellular control systems. In parti
Mathematical Modeling in Systems Biology
Language: en
Pages: 423
Authors: Brian P. Ingalls
Categories: Science
Type: BOOK - Published: 2022-06-07 - Publisher: MIT Press

GET EBOOK

An introduction to the mathematical concepts and techniques needed for the construction and analysis of models in molecular systems biology. Systems techniques
Control Theory and Systems Biology
Language: en
Pages: 359
Authors: Pablo A. Iglesias
Categories: Biological control systems
Type: BOOK - Published: 2010 - Publisher: MIT Press

GET EBOOK

A survey of how engineering techniques from control and systems theory can be used to help biologists understand the behavior of cellular systems.
Modeling Biological Systems:
Language: en
Pages: 500
Authors: James W. Haefner
Categories: Science
Type: BOOK - Published: 2005-05-06 - Publisher: Springer Science & Business Media

GET EBOOK

I Principles 1 1 Models of Systems 3 1. 1 Systems. Models. and Modeling . . . . . . . . . . . . . . . . . . . . 3 1. 2 Uses of Scientific Models . . . . . . . .
Biomolecular Feedback Systems
Language: en
Pages: 287
Authors: Domitilla Del Vecchio
Categories: Science
Type: BOOK - Published: 2014-10-26 - Publisher: Princeton University Press

GET EBOOK

This book provides an accessible introduction to the principles and tools for modeling, analyzing, and synthesizing biomolecular systems. It begins with modelin