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Preface. Acknowledgments. Gaussian Elimination and Its Variants. Sensitivity of Linear Systems. The Least Squares Problem. The Singular Value Decomposition. Eigenvalues and Eigenvectors I. Eigenvalues and Eigenvectors II. Iterative Methods for Linear Systems. Appendix: Some Sources of Software for Matrix Computations. References. Index. Index of MATLAB Terms.