An Introduction to Numerical Analysis
Numerical analysis provides the theoretical foundation for the numerical algorithms we rely on to solve a multitude of computational problems in science. Based on a successful course at Oxford University, this book covers a wide range of such problems ranging from the approximation of functions and integrals to the approximate solution of algebraic, transcendental, differential and integral equations. Throughout the book, particular attention is paid to the essential qualities of a numerical algorithm - stability, accuracy, reliability and efficiency. The authors go further than simply providing recipes for solving computational problems. They carefully analyse the reasons why methods might fail to give accurate answers, or why one method might return an answer in seconds while another would take billions of years. This book is ideal as a text for students in the second year of a university mathematics course. It combines practicality regarding applications with consistently high standards of rigour.
- Class tested and based on a course taught by the authors at Oxford University
- Motivational and contextual material brings the subject alive
- Can be used as a reference by those working in other fields
Reviews & endorsements
"This book is a solid text in the basics of numerical mathematics, using more of a theoretical background than most. If you are looking for a book to use in a course in numerical analysis where there is an emphasis on the theoretical background, then this one will serve your needs." Journal of Recreational Mathematics
"carefully written with a good level of rigor" SIAM Review
Product details
September 2003Paperback
9780521007948
444 pages
226 × 152 × 25 mm
0.853kg
100 b/w illus. 3 colour illus.
Available
Table of Contents
- 1. Solution of equations by iteration
- 2. Solution of systems of linear equations
- 3. Special matrices
- 4. Simultaneous nonlinear equations
- 5. Eigenvalues and eigenvectors of a symmetric matrix
- 6. Polynomial interpolation
- 7. Numerical integration - I
- 8. Polynomial approximation in the ∞-norm
- 9. Approximation in the 2-norm
- 10. Numerical integration - II
- 11. Piecewise polynomial approximation
- 12. Initial Value Problems for ODEs
- 13. Boundary Value Problems for ODEs
- 14. The Finite Element Method
- Appendix 1. An overview of results from real analysis
- Appendix 2. WWW-resources.