This introduction to the ideas and methods of linear functional analysis shows how familiar and useful concepts from finite-dimensional linear algebra can be extended or generalized to infinite-dimensional spaces. Aimed at advanced undergraduates in mathematics and physics, the book assumes a standard background of linear algebra, real analysis (including the theory of metric spaces), and Lebesgue integration, although an introductory chapter summarizes the requisite material.Highlights of the second edition include - a new chapter on the Hahn-Banach theorem and its applications to the theory of duality. This chapter also introduces the basic properties of projection operators on Banach spaces, and weak convergence of sequences in Banach spaces; - topics that have applications to both linear and nonlinear functional analysis; - extended coverage of the uniform boundedness theorem; - plenty of exercises, with solutions provided at the back of the book. Preliminaries
1(30)
Linear Algebra
2(9)
Metric Spaces
11(9)
Lebesgue Integration
20(11)
Normed Spaces
31(20)
Examples of Normed Spaces
31(8)
Finite-dimensional Normed Spaces
39(6)
Banach Spaces
45(6)
Inner Product Spaces, Hilbert Spaces
51(36)
Inner Products
51(9)
Orthogonality
60(5)
Orthogonal Complements
65(7)
Orthonormal Bases in Infinite Dimensions
72(10)
Fourier Series
82(5)
Linear Operators
87(34)
Continuous Linear Transformations
87(9)
The Norm of a Bounded Linear Operator
96(8)
The Space B(X, Y)
104(4)
Inverses of Operators
108(13)
Duality and the Hahn--Banach Theorem
121(46)
Dual Spaces
121(6)
Sublinear Functional, Seminorms and the Hahn--Banach Theorem
127(5)
The Hahn--Banach Theorem in Normed Spaces
132(5)
The General Hahn--Banach theorem
137(7)
The Second Dual, Reflexive Spaces and Dual Operators
144(11)
Projections and Complementary Subspaces
155(4)
Weak and Weak-* Convergence
159(8)
Linear Operators on Hilbert Spaces
167(38)
The Adjoint of an Operator
167(9)
Normal, Self-adjoint and Unitary Operators
176(7)
The Spectrum of an Operator
183(9)
Positive Operators and Projections
192(13)
Compact Operators
205(30)
Compact Operators
205(11)
Spectral Theory of Compact Operators
216(10)
Self-adjoint Compact Operators
226(9)
Integral and Differential Equations
235(30)
Fredholm Integral Equations
235(10)
Volterra Integral Equations
245(2)
Differential Equations
247(6)
Eigenvalue Problems and Green's Functions
253(12)
Solutions to Exercises
265(50)
Further Reading
315(2)
References
317(2)
Notation Index
319(2)
Index
321
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