| 000 | 00871camuu2200265 a 4500 | |
| 001 | 000045425881 | |
| 005 | 20080310151106 | |
| 008 | 970507s1997 paua b 001 0 eng | |
| 010 | ▼a 97017290 | |
| 020 | ▼a 0898713897 (pbk.) | |
| 020 | ▼a 9780898713893 | |
| 035 | ▼a (KERIS)REF000012720979 | |
| 040 | ▼a DLC ▼c DLC ▼d DLC ▼d 211009 | |
| 050 | 0 0 | ▼a QA184 ▼b .D455 1997 |
| 082 | 0 0 | ▼a 512/.5 ▼2 22 |
| 090 | ▼a 512.5 ▼b D382a | |
| 100 | 1 | ▼a Demmel, James W. |
| 245 | 1 0 | ▼a Applied numerical linear algebra / ▼c James W. Demmel. |
| 260 | ▼a Philadelphia : ▼b Society for Industrial and Applied Mathematics , ▼c c1997. | |
| 300 | ▼a xii, 419 p. : ▼b ill. (some col.) ; ▼c 26 cm. | |
| 504 | ▼a Includes bibliographical references (p. 389-408) and index. | |
| 650 | 0 | ▼a Algebras, Linear. |
| 650 | 0 | ▼a Numerical calculations. |
| 945 | ▼a KINS |
Holdings Information
| No. | Location | Call Number | Accession No. | Availability | Due Date | Make a Reservation | Service |
|---|---|---|---|---|---|---|---|
| No. 1 | Location Science & Engineering Library/Sci-Info(Stacks2)/ | Call Number 512.5 D382a | Accession No. 121165636 | Availability Available | Due Date | Make a Reservation | Service |
Contents information
Table of Contents
- Preface
- Chapter 1: Introduction. Basic Notation
- Standard Problems of Numerical Linear Algebra
- General Techniques
- Example: Polynomial Evaluation
- Floating Point Arithmetic
- Polynomial Evaluation Revisited
- Vector and Matrix Norms
- References and Other Topics for Chapter 1
- Questions for Chapter 1
- Chapter 2: Linear Equation Solving. Introduction
- Perturbation Theory
- Gaussian Elimination
- Error Analysis
- Improving the Accuracy of a Solution
- Blocking Algorithms for Higher Performance
- Special Linear Systems
- References and Other Topics for Chapter 2
- Questions for Chapter 2
- Chapter 3: Linear Least Squares Problems. Introduction
- Matrix Factorizations That Solve the Linear Least Squares Problem
- Perturbation Theory for the Least Squares Problem
- Orthogonal Matrices
- Rank Deficient Least Squares Problems
- Performance Comparison of Methods for Solving Least Squares Problems
- Reference and Other Topics for Chapter 3
- Questions for Chapter 3
- Chapter 4: Nonsymmetric Eigenvalue Problems. Introduction
- Canonical Forms
- Perturbation Theory
- Algorithms for the Nonsymmetric Eigenproblem
- Other Nonsymmetric Eigenvalue Problems
- Summary
- References and Other Topics for Chapter 4
- Questions for Chapter 4
- Chapter 5: The Symmetric Eigenproblem and Singular Value Decomposition. Introduction
- Perturbation Theory
- Algorithms for the Symmetric Eigenproblem
- Algorithms for the Singular Value Decomposition
- Differential Equations and Eigenvalue Problems
- References and Other Topics for Chapter 5
- Questions for Chapter 5
- Chapter 6: Iterative Methods for Linear Systems. Introduction
- On-line Help for Iterative Methods
- Poisson's Equation
- Summary of Methods for Solving Poisson's Equation
- Basic Iterative Methods
- Krylov Subspace Methods
- Fast Fourier Transform
- Block Cyclic Reduction
- Multigrid
- Domain Decomposition
- References and Other Topics for Chapter 6
- Questions for Chapter 6
- Chapter 7: Iterative Methods for Eigenvalue Problems. Introduction. The Rayleigh-Ritz Method
- The Lanczos Algorithm in Exact Arithmetic
- The Lanczos Algorithm in Floating Point Arithmetic
- The Lanczos Algorithm with Selective Orthogonalization
- Beyond Selective Orthogonalization
- Iterative Algorithms for the Nonsymmetric Eigenproblem
- References and Other Topics for Chapter 7
- Questions for Chapter 7
- Bibliography
- Index.
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