Modelling with Ordinary Differential Equations: A Comprehensive Approach, 1st Edition (Hardback) book cover

Modelling with Ordinary Differential Equations

A Comprehensive Approach, 1st Edition

By Alfio Borzì

Chapman and Hall/CRC

408 pages | 57 B/W Illus.

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Hardback: 9780815392613
pub: 2020-04-01
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Description

Modelling with Ordinary Differential Equations: A Comprehensive Approach aims to provide a broad and self-contained introduction to the mathematical tools necessary to investigate and apply ODE models. The book starts by establishing the existence of solutions in various settings and analysing their stability properties. The next step is to illustrate modelling issues arising in the calculus of variation and optimal control theory that are of interest in many applications. This discussion is continued with an introduction to inverse problems governed by ODE models and to differential games.

The book is completed with an illustration of stochastic differential equations and the development of neural networks to solve ODE systems. Many numerical methods are presented to solve the classes of problems discussed in this book.

Features:

  • Provides insight into rigorous mathematical issues concerning various topics, while discussing many different models of interest in different disciplines (biology, chemistry, economics, medicine, physics, social sciences, etc.)
  • Suitable for undergraduate and graduate students and as an introduction for researchers in sciences and engineering
  • Accompanied by MATLAB codes which allow the reader to apply the tools discussed in this book in those cases where analytical tools are not available

Table of Contents

1. Introduction. 2. Elementary solution methods for simple ODEs. 3. Theory of ordinary differential calculation. 4. Systems of oridinary differentail equations. 5. Ordinary differential equations of order n. 6.Stability of ODE systems. 7. Boundary and eigenvalue problems. 8. Numerical solution of ODE problems. 9. ODEs and the calculus of variations. 10. Optimal control of ODE models. 11. Inverse problems with ODE models. 12. Differential games. 13. Stochastic differential equations. 14. Neural networks and ODE problems.

About the Author

Alfio Borzi, born 1965 in Catania (Italy), is the professor and chair of Scientific Computing

at the Institute for Mathematics of the University of Würzburg, Germany.

He studied Mathematics and Physics in Catania and Trieste where he received his PhD in Mathematics from Scuola Internazionale Superiore di Studi Avanzati (SISSA).

He served as Research Officer at the University of Oxford (UK) and as assistant professor at the University of Graz (Austria) where he completed his Habilitation and was appointed as Associate Professor. Since 2011 he has been Professor of Scientific Computing at University of Würzburg.

Alfio Borzi is the author of 3 mathematics books and numerous articles in journals. The main topics of his research and teaching activities are modelling and numerical analysis, optimal control theory and scientific computing. He is member of the editorial board for the SIAM Journal on

Scientific Computing and for SIAM Review.

About the Series

Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series

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Subject Categories

BISAC Subject Codes/Headings:
MAT000000
MATHEMATICS / General
MAT003000
MATHEMATICS / Applied
MAT007000
MATHEMATICS / Differential Equations