Mathematics As A Laboratory Tool - Milton John; Ohira Toru | Libro Springer 08/2021 - HOEPLI.it


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milton john; ohira toru - mathematics as a laboratory tool

Mathematics as a Laboratory Tool Dynamics, Delays and Noise

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 08/2021
Edizione: 2nd ed. 2021





Trama

The second edition of Mathematics as a Laboratory Tool reflects the growing impact that computational science is having on the career choices made by undergraduate science and engineering students.  The focus is on dynamics and the effects of time delays and stochastic perturbations (“noise”) on the regulation provided by feedback control systems.  The concepts are illustrated with applications to gene regulatory networks, motor control, neuroscience and population biology.   The presentation in the first edition has been extended to include discussions of neuronal excitability and bursting, multistability, microchaos, Bayesian inference, second-order delay differential equations, and the semi-discretization method for the numerical integration of delay differential equations.
 
Every effort has been made to ensure that the material is accessible to those with a background in calculus.  The text provides advanced mathematical concepts such as the Laplace and Fourier integral transforms in the form of Tools.   Bayesian inference is introduced using a number of detective-type scenarios including the Monty Hall problem.





Sommario

Science and the Mathematics of Black Boxes.- The Mathematics of Change.- Equilibria and Steady States.- Stability.-  Fixed Points: Creation and Destruction.- Transient Dynamics.- Frequency Domain I: Bode Plots and Transfer Functions.- Frequency Doman II: Fourier Analysis and Power Spectra.- Feedback and Control Systems-. Time delays.- Oscillations.- Characterizing and Manipulating Oscillations.- Beyond Limit Cycles.- Random Perturbations.- Noisy Dynamical Systems.- Random Walks.- Thermodynamic Perspectives.- Concluding Remarks.




Autore

John Milton, Professor of Biology and William R. Kenan Jr Chair n Computational Neuroscience, The Claremont Colleges; Adjunct Professor of Biotechnology, Keck Graduate Institute 

Toru Ohira, Professor Mathematics, Graduate School of Mathematics, Nagoya University, Japan







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Altre Informazioni

ISBN:

9783030695781

Condizione: Nuovo
Dimensioni: 235 x 155 mm Ø 1258 gr
Formato: Copertina rigida
Illustration Notes:202 Illustrations, black and white
Pagine Arabe: 638
Pagine Romane: xxv






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