The concepts and theorems of advanced calculus combined with
related computational methods are essential to understanding nearly
all areas of quantitative science. Analysis in Vector Spaces
presents the central results of this classic subject through
rigorous arguments, discussions, and examples. The book aims to
cultivate not only knowledge of the major theoretical results, but
also the geometric intuition needed for both mathematical
problem-solving and modeling in the formal sciences.
The authors begin with an outline of key concepts, terminology,
and notation and also provide a basic introduction to set theory,
the properties of real numbers, and a review of linear algebra. An
elegant approach to eigenvector problems and the spectral theorem
sets the stage for later results on volume and integration.
Subsequent chapters present the major results of differential and
integral calculus of several variables as well as the theory of
manifolds. Additional topical coverage includes:
Sets and functions
Real numbers
Vector functions
Normed vector spaces
First- and higher-order derivatives
Diffeomorphisms and manifolds
Multiple integrals
Integration on manifolds
Stokes' theorem
Basic point set topology
Numerous examples and exercises are provided in each chapter to
reinforce new concepts and to illustrate how results can be applied
to additional problems. Furthermore, proofs and examples are
presented in a clear style that emphasizes the underlying intuitive
ideas. Counterexamples are provided throughout the book to warn
against possible mistakes, and extensive appendices outline the
construction of real numbers, include a fundamental result about
dimension, and present general results about determinants.
Assuming only a fundamental understanding of linear algebra and
single variable calculus, Analysis in Vector Spaces is an excellent
book for a second course in analysis for mathematics, physics,
computer science, and engineering majors at the undergraduate and
graduate levels. It also serves as a valuable reference for further
study in any discipline that requires a firm understanding of
mathematical techniques and concepts.
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