Modelling with Ordinary Differential Equations: A Comprehensive Approach

1st Edition

Alfio Borzì

Chapman and Hall/CRC
April 1, 2020 Forthcoming
Textbook - 408 Pages - 57 B/W Illustrations
ISBN 9780815392613 - CAT# K343135
Series: Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series

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Summary

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

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