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| Mathematical Preliminaries and Error Analysis | |
| Review of Calculus | |
| Round-off Errors and Computer Arithmetic | |
| Algorithms and Convergence | |
| Numerical Software | |
| Solutions of Equations in One Variable | |
| The Bisection Method | |
| Fixed-Point Iteration | |
| Newton's Method and its Extensions | |
| Error Analysis for Iterative Met... MORE | |
| Accelerating Convergence | |
| Zeros of Polynomials and M?ller's Method | |
| Survey of Methods and Software | |
| Interpolation and Polynomial Approximation | |
| Interpolation and the Lagrange Polynomial | |
| Data Approximation and Neville's Method | |
| Divided Differences | |
| Hermite Interpolation | |
| Cubic Spline Interpolation | |
| Parametric Curves | |
| Survey of Methods and Software | |
| Numerical Differentiation and Integration | |
| Numerical Differentiation | |
| Richardson's Extrapolation | |
| Elements of Numerical Integration | |
| Composite Numerical Integration | |
| Romberg Integration | |
| Adaptive Quadrature Methods | |
| Gaussian Quadrature | |
| Multiple Integrals | |
| Improper Integrals | |
| Survey of Methods and Software | |
| Intial-Value Problems for Ordinary Differential Equations | |
| The Elementary Theory of Initial-Value Problems | |
| Euler's Method | |
| Higher-Order Taylor Methods | |
| Runge-Kutta Methods | |
| Error Control and the Runge-Kutta-Fehlberg Method | |
| Multistep Methods | |
| Variable Step-Size Multistep Methods | |
| Extrapolation Methods | |
| Higher-Order Equations and Systems of Differential Equations | |
| Stability | |
| Stiff Differential Equations | |
| Survey of Methods and Software | |
| Direct Methods for Solving Linear Systems | |
| Linear Systems of Equations | |
| Pivoting Strategies | |
| Linear Algebra and Matrix Inversion | |
| The Determinant of a Matrix | |
| Matrix Factorization | |
| Special Types of Matrices | |
| Survey of Methods and Software | |
| Iterative Techniques in Matrix Algebra | |
| Norms of Vectors and Matrices | |
| Eigenvalues and Eigenvectors | |
| The Jacobi and Gauss-Siedel Iterative Techniques | |
| Iterative Techniques for Solving Linear Systems | |
| Relaxation Techniques for Solving Linear Systems | |
| Error Bounds and Iterative Refinement | |
| The Conjugate Gradient Method | |
| Survey of Methods and Software | |
| Approximation Theory | |
| Discrete Least Squares Approximation | |
| Orthogonal Polynomials and Least Squares Approximation | |
| Chebyshev Polynomials and Economization of Power Series | |
| Rational Function Approximation | |
| Trigonometric Polynomial Approximation | |
| Fast Fourier Transforms | |
| Survey of Methods and Software | |
| Approximating Eigenvalues | |
| Linear Algebra and Eigenvalues | |
| Orthogonal Matrices and Similarity Transformations | |
| The Power Method | |
| Householder's Method | |
| The QR Algorithm | |
| Singular Value Decomposition | |
| Survey of Methods and Software | |
| Numerical Solutions of Nonlinear Systems of Equations | |
| Fixed Points for Functions of Several Variables | |
| Newton's Method | |
| Quasi-Newton Methods | |
| Steepest Descent Techniques | |
| Homotopy and Continuation Methods | |
| Survey of Methods and Software | |
| Boundary-Value Problems for Ordinary Differential Equations | |
| The Linear Shooting Method | |
| The Shooting Method for Nonlinear Problems | |
| Finite-Difference Methods for Linear Problems | |
| Finite-Difference Methods for Nonlinear Problems | |
| The Rayleigh-Ritz Method | |
| Survey of Methods and Software | |
| Numerical Solutions to Partial Differential Equations | |
| Elliptic Partial Differential Equations | |
| Parabolic Partial Differential Equations | |
| Hyperbolic Partial Differential Equations | |
| An Introduction to the Finite-Element Method | |
| Survey of Methods and Software | |
| Table of Contents provided by Publisher. All Rights Reserved. |