1 Preliminaries
1.1 Review of Calculus
Exercise
1.2 Round-Off Errors and Computer Arithmetic
Exercise
2 The Solution of Nonlinear Equation f(x)=0
2.1 The Bisection Algorithm
Exercise
2.2 Fixed-Point Iteration
Exercise
2.3 The Newton-Raphson Method
Exercise
2.4 Error Analysis for Iterative Methods and Acceleration Techniques
Exercise
3 Interpolation and Polynomial Approximation
3.1 Interpolation and the Lagrange Polynomial
Exercise
3.2 Divided Differences
Exercise
3.3 Hermite Interpolation
Exercise
3.4 Cubic Spline Interpolation
4 Numerical Integration
4.1 Introduction to Quadrature
Exercise
4.2 Composite Trapezoidal and Simpson's Rule
Exercise
4.3 Recursive Rules and Romberg Ingegration
Exercise
5 Diresct Methods for Solving Linear Systems
5.1 Linear Systems of Equations
Exercise
5.2 Pivoting Strategies
Exercise
5.3 Matrix Factorization
Exercise
5.4 Special Types of Matrices
Exercise
6 Iterative Techniques in Matrix Algebra
6.1 Norms of Vectors and Matrices
Exercise
6.2 Eigenvalues and Eigenvectors
Exercise
6.3 Iterative Techniques for Solving Linear Systems
Exercise
6.4 Error Estimates and Iterative Refinement
Exercise
7 Approximating Eigenvalues
8 Initial-Value Problems for Ordingary Differetial Equations