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Chapter 1 Numerical Computation
1.1 Motivation and Ohjectives
1.2 Number Representation
1.3 Machine Precision
1.4 Round-Off Error
1.5 Truncation Error
1.6 Random Number Generation
1.7 Numerical Software
1.8 Applications
1.9 Summary
Problems
Chapter 2 Linear Algebraic Systems
2.1 Motivation and Objectives
2.2 Gauss-Jordan Elimiation
2.3 Gaussina Elimination
2.4 LU Decomposition
2.5 ILL-Conditioned Systems
2.6 Iterative Methods
2.7 Applications
2.8 Summary
Problems
Chapter 3 Eigenvalues and Eigenvectors
Chapter 4 Curve Fitting
Chapter 5 Root Finding
Chapter 6 Optimization
Chapter 7 Differentiation and Integration
Chapter 8 Ordinary Differential Equations
Chapter 9 Partial Differential Equations
Chapter 10 Digital Signal Processing
APPENDIX 1 NLIB Using MATLAB
APPENDIX 2 NLIB Using
APPENDIX 3 Vectors and Matrices
APPENDIX 4 Answers to Selected Problems
index
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