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Numerical Linear Algebra
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- 121 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Numerical Linear Algebra
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This is a well written comprehensive book about Numerical Linear Algebra
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Table of contents
- Cover
- Table of Contents
- Chapter 1 - Matrix Decomposition
- Chapter 2 - Sparse Matrix
- Chapter 3 - Arnoldi Iteration
- Chapter 4 - Cholesky Decomposition
- Chapter 5 - Circulant Matrix
- Chapter 6 - Conjugate Gradient Method
- Chapter 7 - Derivation of the Conjugate Gradient Method
- Chapter 8 - Eigenvalue Algorithm
- Chapter 9 - Gaussian Elimination
- Chapter 10 - GaussâSeidel Method
- Chapter 11 - Generalized Minimal Residual Method
- Chapter 12 - Givens Rotation
- Chapter 13 - Inverse Iteration
- Chapter 14 - Jacobi Eigenvalue Algorithm
- Chapter 15 - Jacobi Method
- Chapter 16 - Kernel (Matrix)
- Chapter 17 - Linear Least Squares (Mathematics)