TY  - BOOK
AU  - Liu,Weijiu
ED  - SpringerLink (Online service)
TI  - Introduction to Modeling Biological Cellular Control Systems
T2  - MS&A,
SN  - 9788847024908
AV  - QH323.5 
U1  - 570.285 23
PY  - 2012///
CY  - Milano
PB  - Springer Milan
KW  - Mathematics
KW  - Chemometrics
KW  - Systems biology
KW  - Cell biology
KW  - Differential equations
KW  - System theory
KW  - Biomathematics
KW  - Mathematical and Computational Biology
KW  - Systems Biology
KW  - Math. Applications in Chemistry
KW  - Systems Theory, Control
KW  - Ordinary Differential Equations
KW  - Cell Biology
KW  - Electronic books
KW  - local
N1  - Enzyme Kinetics -- Preliminary Systems Theory -- Control of Blood Glucose -- Control of Calcium in Yeast Cells -- Kinetics of Ion Pumps and Channels -- Store-Operated Calcium Entry -- Control of Mitochondrial Calcium -- Control of Phosphoinositide Synthesis -- PreliminaryMATLAB
N2  - 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
UR  - http://ezproxy.alfaisal.edu/login?url=http://dx.doi.org/10.1007/978-88-470-2490-8
ER  -