Computational linear algebra : with applications and MATLAB computations
著者
書誌事項
Computational linear algebra : with applications and MATLAB computations
(Textbooks in mathematics)
CRC Press, 2023
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注記
Includes bibliographical references (p. 306) and index
内容説明・目次
内容説明
This unique textbook presents a course on computational linear algebra.
Offers many unique applications.
MATLAB is used throughout.
目次
1. Solution of AX = d. 2. Matrix Factorizations. 3. Least Squares and Normal Equations. 4. Ax = d with m 5. Orthogonal Subspaces and Bases. 6. Eigenvectors and Orthonormal Basis. 7. Singular Value Decomposition. 8. Three Applications of SVD. 9. Pseudoinverse of A. 10. General Inner Product Vector Spaces. 11. Iterative Methods. 12. Nonlinear Problems and Least Squares.
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