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Differential Equations with Linear Algebra (Hardcover)
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Differential Equations with Linear Algebra (Hardcover)
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Linearity plays a critical role in the study of elementary
differential equations; linear differential equations, especially
systems thereof, demonstrate a fundamental application of linear
algebra. In Differential Equations with Linear Algebra, we explore
this interplay between linear algebra and differential equations
and examine introductory and important ideas in each, usually
through the lens of important problems that involve differential
equations. Written at a sophomore level, the text is accessible to
students who have completed multivariable calculus. With a
systems-first approach, the book is appropriate for courses for
majors in mathematics, science, and engineering that study systems
of differential equations.
Because of its emphasis on linearity, the text opens with a full
chapter devoted to essential ideas in linear algebra. Motivated by
future problems in systems of differential equations, the chapter
on linear algebra introduces such key ideas as systems of algebraic
equations, linear combinations, the eigenvalue problem, and bases
and dimension of vector spaces. This chapter enables students to
quickly learn enough linear algebra to appreciate the structure of
solutions to linear differential equations and systems thereof in
subsequent study and to apply these ideas regularly.
The book offers an example-driven approach, beginning each chapter
with one or two motivating problems that are applied in nature. The
following chapter develops the mathematics necessary to solve these
problems and explores related topics further. Even in more
theoretical developments, we use an example-first style to build
intuition and understanding before stating or proving general
results. Over 100 figures provide visual demonstration of key
ideas; the use of the computer algebra system Maple and Microsoft
Excel are presented in detail throughout to provide further
perspective and support students' use of technology in solving
problems. Each chapter closes with several substantial projects for
further study, many of which are based in applications.
Errata sheet available at:
www.oup.com/us/companion.websites/9780195385861/pdf/errata.pdf
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