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Introduction to Hilbert Spaces with Applications,9780122084386
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Introduction to Hilbert Spaces with Applications


Author(s): Debnath; Mikusinski
ISBN10:  0122084381
ISBN13:  9780122084386
Format:  Hardcover
Pub. Date:  9/29/2005
Publisher(s): Elsevier Science & Technology

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SummaryTable of Contents
Building on the success of the two previous editions, Introduction to Hilbert Spaces with Applications, 3E, offers an overview of the basic ideas and results of Hilbert space theory and functional analysis. It acquaints students with the Lebesgue integral, and includes an enhanced presentation of results and proofs. Students and researchers will benefit from the wealth of revised examples in new, diverse applications as they apply to optimization, variational and control problems, and problems in approximation theory, nonlinear instability, and bifurcation. The text also includes a popular chapter on wavelets that has been completely updated. Students and researchers agree that this is the definitive text on Hilbert Space theory.

* Updated chapter on wavelets
* Improved presentation on results and proof
* Revised examples and updated applications
* Completely updated list of references .
Preface to the Third Edition xi
Preface to the Second Edition xiii
Preface to the First Edition xv
CHAPTER 1 Normed Vector Spaces 1(38)
1.1 Introduction
1(1)
1.2 Vector Spaces
2(6)
1.3 Normed Spaces
8(11)
1.4 Banach Spaces
19(6)
1.5 Linear Mappings
25(7)
1.6 Contraction Mappings and the Banach Fixed Point Theorem
32(2)
1.7 Exercises
34(5)
CHAPTER 2 The Lebesgue Integral 39(54)
2.1 Introduction
39(1)
2.2 Step Functions
40(5)
2.3 Lebesgue Integrable Functions
45(3)
2.4 The Absolute Value of an Integrable Function
48(2)
2.5 Series of Integrable Functions
50(2)
2.6 Norm in L¹ (R)
52(3)
2.7 Convergence Almost Everywhere
55(3)
2.8 Fundamental Convergence Theorems
58(4)
2.9 Locally Integrable Functions
62(2)
2.10 The Lebesgue Integral and the Riemann Integral
64(3)
2.11 Lebesgue Measure on R
67(4)
2.12 Complex-Valued Lebesgue Integrable Functions
71(3)
2.13 The Spaces Lp(R)
74(4)
2.14 Lebesgue Integrable Functions on RN
78(4)
2.15 Convolution
82(2)
2.16 Exercises
84(9)
CHAPTER 3 Hilbert Spaces and Orthonormal Systems 93(52)
3.1 Introduction
93(1)
3.2 Inner Product Spaces
94(5)
3.3 Hilbert Spaces
99(6)
3.4 Orthogonal and Orthonormal Systems
105(17)
3.5 Trigonometric Fourier Series
122(5)
3.6 Orthogonal Complements and Projections
127(5)
3.7 Linear Functionals and the Riesz Representation Theorem
132(3)
3.8 Exercises
135(10)
CHAPTER 4 Linear Operators on Hilbert Spaces 145(72)
4.1 Introduction
145(1)
4.2 Examples of Operators
146(5)
4.3 Bilinear Functionals and Quadratic Forms
151(7)
4.4 Adjoint and Self-Adjoint Operators
158(5)
4.5 Invertible, Normal, Isometric, and Unitary Operators
163(5)
4.6 Positive Operators
168(7)
4.7 Projection Operators
175(5)
4.8 Compact Operators
180(6)
4.9 Eigenvalues and Eigenvectors
186(10)
4.10 Spectral Decomposition
196(5)
4.11 Unbounded Operators
201(10)
4.12 Exercises
211(6)
CHAPTER 5 Applications to Integral and Differential Equations 217(70)
5.1 Introduction
217(1)
5.2 Basic Existence Theorems
218(6)
5.3 Fredholm Integral Equations
224(2)
5.4 Method of Successive Approximations
226(2)
5.5 Volterra Integral Equations
228(5)
5.6 Method of Solution for a Separable Kernel
233(3)
5.7 Volterra Integral Equations of the First Kind and Abel's Integral Equation
236(3)
5.8 Ordinary Differential Equations and Differential Operators
239(8)
5.9 Sturm—Liouville Systems
247(6)
5.10 Inverse Differential Operators and Green's Functions
253(5)
5.11 The Fourier Transform
258(13)
5.12 Applications of the Fourier Transform to Ordinary Differential Equations and Integral Equations
271(8)
5.13 Exercises
279(8)
CHAPTER 6 Generalized Functions and Partial Differential Equations 287(64)
6.1 Introduction
287(1)
6.2 Distributions
288(12)
6.3 Sobolev Spaces
300(3)
6.4 Fundamental Solutions and Green's Functions for Partial Differential Equations
303(20)
6.5 Weak Solutions of Elliptic Boundary Value Problems
323(6)
6.6 Examples of Applications of the Fourier Transform to Partial Differential Equations
329(14)
6.7 Exercises
343(8)
CHAPTER 7 Mathematical Foundations of Quantum Mechanics 351(82)
7.1 Introduction
351(1)
7.2 Basic Concepts and Equations of Classical Mechanics
352(11)
Poisson's Brackets in Mechanics
361(2)
7.3 Basic Concepts and Postulates of Quantum Mechanics
363(14)
7.4 The Heisenberg Uncertainty Principle
377(2)
7.5 The Schrödinger Equation of Motion
379(16)
7.6 The Schrödinger Picture
395(6)
7.7 The Heisenberg Picture and the Heisenberg Equation of Motion
401(4)
7.8 The Interaction Picture
405(2)
7.9 The Linear Harmonic Oscillator
407(5)
7.10 Angular Momentum Operators
412(8)
7.11 The Dirac Relativistic Wave Equation
420(3)
7.12 Exercises
423(10)
CHAPTER 8 Wavelets and Wavelet Transforms 433(44)
8.1 Brief Historical Remarks
433(3)
8.2 Continuous Wavelet Transforms
436(8)
8.3 The Discrete Wavelet Transform
444(8)
8.4 Multiresolution Analysis and Orthonormal Bases of Wavelets
452(10)
8.5 Examples of Orthonormal Wavelets
462(11)
8.6 Exercises
473(4)
CHAPTER 9 Optimization Problems and Other Miscellaneous Applications 477(70)
9.1 Introduction
477(1)
9.2 The Gateaux and Frechet Differentials
478(12)
9.3 Optimization Problems and the Euler—Lagrange Equations
490(15)
9.4 Minimization of Quadratic Functionals
505(2)
9.5 Variational Inequalities
507(3)
9.6 Optimal Control Problems for Dynamical Systems
510(7)
9.7 Approximation Theory
517(5)
9.8 The Shannon Sampling Theorem
522(4)
9.9 Linear and Nonlinear Stability
526(4)
9.10 Bifurcation Theory
530(5)
9.11 Exercises
535(12)
Hints and Answers to Selected Exercises 547(18)
Bibliography 565(6)
Index 571

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