Solutions Manual to accompany Analysis in Vector Spaces

by Akcoglu, Mustafa A.; Bartha, Paul F. A.; Ha, Dzung Minh

• ISBN13: 9780470148259
• ISBN10: 047014825X
• Edition: 1st
• Format: Paperback
• Copyright: 2009-04-13
• Publisher: Wiley

Summary

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 functionsReal numbersVector functionsNormed vector spacesFirst- and higher-order derivativesDiffeomorphisms and manifoldsMultiple integralsIntegration on manifoldsStokes' theoremBasic point set topologyNumerous 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.

Author Biography

MUSTAFA A. AKCOGLU, PhD, is Professor Emeritus in the Department of Mathematics at the University of Toronto, Canada. He has authored or coauthored over sixty journal articles on the topics of ergodic theory, functional analysis, and harmonic analysis.

PAUL F.A. BARTHA, PhD, is Associate Professor in the Department of Philosophy at The University of British Columbia, Canada. He has authored or coauthored journal articles on topics such as probability and symmetry, probabilistic paradoxes, and the general philosophy of science.

DZUNG MINH HA, PhD, is Associate Professor in the Department of Mathematics at Ryerson University, Canada. Dr. Ha focuses his research in the areas of ergodic theory and operator theory.

Table of Contents

Preface	p. ix
Background Material
Sets and Functions	p. 3
Sets in General	p. 3
Sets of Numbers	p. 5
Functions	p. 9
Real Numbers	p. 13
Review of the Order Relations	p. 13
Completeness of Real Numbers	p. 15
Sequences of Real Numbers	p. 16
Subsequences	p. 17
Series of Real Numbers	p. 21
Intervals and Connected Sets	p. 24
Vector Functions	p. 27
Vector Spaces: The Basics	p. 27
Bilinear Functions	p. 33
Multilinear functions	p. 35
Inner Products	p. 38
Orthogonal Projections	p. 40
Spectral Theorem	p. 42
Differentiation
Normed Vector Spaces	p. 45
Preliminaries	p. 45
Convergence in Normed Spaces	p. 47
Norms of Linear and Multilinear Transformations	p. 50
Continuity in Normed Spaces	p. 51
Topology of Normed Spaces	p. 54
Derivatives	p. 63
Functions of a Real Variable	p. 63
Differentiable Functions	p. 70
Existence of Derivatives	p. 73
Partial Derivatives	p. 74
Rules of Differentiation	p. 78
Differentiation of Products	p. 80
Diffeomorphisms and Manifolds	p. 83
The Inverse Function Theorem	p. 83
Graphs	p. 86
Manifolds in Parametric Representations	p. 87
Manifolds in Implicit Representations	p. 89
Differentiation on Manifolds	p. 91
Higher-Order Derivatives	p. 95
Definitions	p. 95
Change of Order in Differentiation	p. 95
Sequences of Polynomials	p. 95
Local Extremal Values	p. 95
Integration
Multiple Integrals	p. 99
Jordan Sets and Volume	p. 99
Integrals	p. 104
Images of Jordan Sets	p. 109
Change of Variables	p. 111
Integration on Manifolds	p. 115
Euclidean Volumes	p. 115
Integration on Manifolds	p. 116
Oriented Manifolds	p. 122
Integrals of Vector Fields	p. 124
Integrals of Tensor Fields	p. 128
Stokes' Theorem	p. 131
Basic Stokes' Theorem	p. 131
Flows	p. 132
Flux and Change of Volume in a Flow	p. 136
Exterior Derivatives	p. 138
Regular and Almost Regular Sets	p. 141
Stokes' theorem on Manifolds	p. 148
Table of Contents provided by Ingram. All Rights Reserved.