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Introduction to Mathematical Modeling helps students master the
processes used by scientists and engineers to model real-world
problems, including the challenges posed by space exploration,
climate change, energy sustainability, chaotic dynamical systems
and random processes. Primarily intended for students with a
working knowledge of calculus but minimal training in computer
programming in a first course on modeling, the more advanced topics
in the book are also useful for advanced undergraduate and graduate
students seeking to get to grips with the analytical, numerical,
and visual aspects of mathematical modeling, as well as the
approximations and abstractions needed for the creation of a viable
model.
Introduction to Mathematical Modeling helps students master the
processes used by scientists and engineers to model real-world
problems, including the challenges posed by space exploration,
climate change, energy sustainability, chaotic dynamical systems
and random processes. Primarily intended for students with a
working knowledge of calculus but minimal training in computer
programming in a first course on modeling, the more advanced topics
in the book are also useful for advanced undergraduate and graduate
students seeking to get to grips with the analytical, numerical,
and visual aspects of mathematical modeling, as well as the
approximations and abstractions needed for the creation of a viable
model.
The world abounds with introductory texts on ordinary differential
equations and rightly so in view of the large number of students
taking a course in this subject. However, for some time now there
is a growing need for a junior-senior level book on the more
advanced topics of differential equations. In fact the number of
engineering and science students requiring a second course in these
topics has been increasing. This book is an outgrowth of such
courses taught by us in the last ten years at Worcester Polytechnic
Institute. The book attempts to blend mathematical theory with
nontrivial applications from varipus disciplines. It does not
contain lengthy proofs of mathemati al theorems as this would be
inappropriate for its intended audience. Nevertheless, in each case
we motivated these theorems and their practical use through
examples and in some cases an "intuitive proof" is included. In
view of this approach the book could be used also by aspiring
mathematicians who wish to obtain an overview of the more advanced
aspects of differential equations and an insight into some of its
applications. We have included a wide range of topics in order to
afford the instructor the flexibility in designing such a course
according to the needs of the students. Therefore, this book
contains more than enough material for a one semester course.
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