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＜電子ブック＞
Introduction to Modeling Biological Cellular Control Systems / by Weijiu Liu
(MS&A, Modeling, Simulation and Applications. ISSN:20375263 ; 6)

版	1st ed. 2012.
出版者	(Milano : Springer Milan : Imprint: Springer)
出版年	2012
本文言語	英語
大きさ	XII, 272 p : online resource
著者標目	*Liu, Weijiu author SpringerLink (Online service)
件　名	LCSH:Biomathematics LCSH:Bioinformatics LCSH:Chemometrics LCSH:System theory LCSH:Control theory LCSH:Differential equations LCSH:Cytology FREE:Mathematical and Computational Biology FREE:Computational and Systems Biology FREE:Mathematical Applications in Chemistry FREE:Systems Theory, Control FREE:Differential Equations FREE:Cell Biology
一般注記	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 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 HTTP:URL=https://doi.org/10.1007/978-88-470-2490-8

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