| |
| |
Preface to First Edition | |
| |
| |
Preface to Second Edition | |
| |
| |
| |
Finite Dimensional Vector Spaces | |
| |
| |
| |
Linear Vector Spaces | |
| |
| |
| |
Spectral Theory for Matrices | |
| |
| |
| |
Geometrical Significance of Eigenvalues | |
| |
| |
| |
Fredholm Alternative Theorem | |
| |
| |
| |
Least Squares Solutions-Pseudo Inverses | |
| |
| |
| |
The Problem of Procrustes | |
| |
| |
| |
Applications of Eigenvalues and Eigenfunctions | |
| |
| |
| |
Exponentiation of Matrices | |
| |
| |
| |
The Power Method and Positive Matrices | |
| |
| |
| |
Iteration Methods | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 1 | |
| |
| |
| |
Function Spaces | |
| |
| |
| |
Complete Vector Spaces | |
| |
| |
| |
Sobolev Spaces | |
| |
| |
| |
Approximation in Hilbert Spaces | |
| |
| |
| |
Fourier Series and Completeness | |
| |
| |
| |
Orthogonal Polynomials | |
| |
| |
| |
Trigonometric Series | |
| |
| |
| |
Discrete Fourier Transforms | |
| |
| |
| |
Sinc Functions | |
| |
| |
| |
Wavelets | |
| |
| |
| |
Finite Elements | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 2 | |
| |
| |
| |
Integral Equations | |
| |
| |
| |
Introduction | |
| |
| |
| |
Bounded Linear Operators in Hilbert Space | |
| |
| |
| |
Compact Operators | |
| |
| |
| |
Spectral Theory for Compact Operators | |
| |
| |
| |
Resolvent and Pseudo-Resolvent Kernels | |
| |
| |
| |
Approximate Solutions | |
| |
| |
| |
Singular Integral Equations | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 3 | |
| |
| |
| |
Differential Operators | |
| |
| |
| |
Distributions and the Delta Function | |
| |
| |
| |
Green's Functions | |
| |
| |
| |
Differential Operators | |
| |
| |
| |
Domain of an Operator | |
| |
| |
| |
Adjoint of an Operator | |
| |
| |
| |
Inhomogeneous Boundary Data | |
| |
| |
| |
The Fredholm Alternative | |
| |
| |
| |
Least Squares Solutions | |
| |
| |
| |
Eigenfunction Expansions | |
| |
| |
| |
Trigonometric Functions | |
| |
| |
| |
Orthogonal Polynomials | |
| |
| |
| |
Special Functions | |
| |
| |
| |
Discretized Operators | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 4 | |
| |
| |
| |
Calculus of Variations | |
| |
| |
| |
The Euler-Lagrange Equations | |
| |
| |
| |
Constrained Problems | |
| |
| |
| |
Several Unknown Functions | |
| |
| |
| |
Higher Order Derivatives | |
| |
| |
| |
Variable Endpoints | |
| |
| |
| |
Several Independent Variables | |
| |
| |
| |
Hamilton's Principle | |
| |
| |
| |
The Swinging Pendulum | |
| |
| |
| |
The Vibrating String | |
| |
| |
| |
The Vibrating Rod | |
| |
| |
| |
Nonlinear Deformations of a Thin Beam | |
| |
| |
| |
A Vibrating Membrane | |
| |
| |
| |
Approximate Methods | |
| |
| |
| |
Eigenvalue Problems | |
| |
| |
| |
Optimal Design of Structures | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 5 | |
| |
| |
| |
Complex Variable Theory | |
| |
| |
| |
Complex Valued Functions | |
| |
| |
| |
The Calculus of Complex Functions | |
| |
| |
| |
Differentiation-Analytic Functions | |
| |
| |
| |
Integration | |
| |
| |
| |
Cauchy Integral Formula | |
| |
| |
| |
Taylor and Laurent Series | |
| |
| |
| |
Fluid Flow and Conformal Mappings | |
| |
| |
| |
Laplace's Equation | |
| |
| |
| |
Conformal Mappings | |
| |
| |
| |
Free Boundary Problems | |
| |
| |
| |
Contour Integration | |
| |
| |
| |
Special Functions | |
| |
| |
| |
The Gamma Function | |
| |
| |
| |
Bessel Functions | |
| |
| |
| |
Legendre Functions | |
| |
| |
| |
Sinc Functions | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 6 | |
| |
| |
| |
Transform and Spectral Theory | |
| |
| |
| |
Spectrum of an Operator | |
| |
| |
| |
Fourier Transforms | |
| |
| |
| |
Transform Pairs | |
| |
| |
| |
Completeness of Hermite and Laguerre Polynomials | |
| |
| |
| |
Sinc Functions | |
| |
| |
| |
Windowed Fourier Transforms | |
| |
| |
| |
Wavelets | |
| |
| |
| |
Related Integral Transforms | |
| |
| |
| |
Laplace Transform | |
| |
| |
| |
Mellin Transform | |
| |
| |
| |
Hankel Transform | |
| |
| |
| |
Z Transforms | |
| |
| |
| |
Scattering Theory | |
| |
| |
| |
Scattering Examples | |
| |
| |
| |
Spectral Representations | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 7 | |
| |
| |
| |
Fourier Transform Pairs | |
| |
| |
| |
Partial Differential Equations | |
| |
| |
| |
Poisson's Equation | |
| |
| |
| |
Fundamental Solutions | |
| |
| |
| |
The Method of Images | |
| |
| |
| |
Transform Methods | |
| |
| |
| |
Hilbert Transforms | |
| |
| |
| |
Boundary Integral Equations | |
| |
| |
| |
Eigenfunctions | |
| |
| |
| |
The Wave Equation | |
| |
| |
| |
Derivations | |
| |
| |
| |
Fundamental Solutions | |
| |
| |
| |
Vibrations | |
| |
| |
| |
Diffraction Patterns | |
| |
| |
| |
The Heat Equation | |
| |
| |
| |
Derivations | |
| |
| |
| |
Fundamental Solutions | |
| |
| |
| |
Transform Methods | |
| |
| |
| |
Differential-Difference Equations | |
| |
| |
| |
Transform Methods | |
| |
| |
| |
Numerical Methods | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 8 | |
| |
| |
| |
Inverse Scattering Transform | |
| |
| |
| |
Inverse Scattering | |
| |
| |
| |
Isospectral Flows | |
| |
| |
| |
Korteweg-deVries Equation | |
| |
| |
| |
The Toda Lattice | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 9 | |
| |
| |
| |
Asymptotic Expansions | |
| |
| |
| |
Definitions and Properties | |
| |
| |
| |
Integration by Parts | |
| |
| |
| |
Laplace's Method | |
| |
| |
| |
Method of Steepest Descents | |
| |
| |
| |
Method of Stationary Phase | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 10 | |
| |
| |
| |
Regular Perturbation Theory | |
| |
| |
| |
The Implicit Function Theorem | |
| |
| |
| |
Perturbation of Eigenvalues | |
| |
| |
| |
Nonlinear Eigenvalue Problems | |
| |
| |
| |
Lyapunov-Schmidt Method | |
| |
| |
| |
Oscillations and Periodic Solutions | |
| |
| |
| |
Advance of the Perihelion of Mercury | |
| |
| |
| |
Van der Pol Oscillator | |
| |
| |
| |
Knotted Vortex Filaments | |
| |
| |
| |
The Melnikov Function | |
| |
| |
| |
Hopf Bifurcations | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 11 | |
| |
| |
| |
Singular Perturbation Theory | |
| |
| |
| |
Initial Value Problems I | |
| |
| |
| |
Van der Pol Equation | |
| |
| |
| |
Adiabatic Invariance | |
| |
| |
| |
Averaging | |
| |
| |
| |
Homogenization Theory | |
| |
| |
| |
Initial Value Problems II | |
| |
| |
| |
Operational Amplifiers | |
| |
| |
| |
Enzyme Kinetics | |
| |
| |
| |
Slow Selection in Population Genetics | |
| |
| |
| |
Boundary Value Problems | |
| |
| |
| |
Matched Asymptotic Expansions | |
| |
| |
| |
Flame Fronts | |
| |
| |
| |
Relaxation Dynamics | |
| |
| |
| |
Exponentially Slow Motion | |
| |
| |
Further Reading | |
| |
| |
Problems for Chapter 12 | |
| |
| |
Bibliography | |
| |
| |
Selected Hints and Solutions | |
| |
| |
Index | |