Numerical Linear Algebra: Theory and Applications

512.5

Beilina, Larisa. Numerical Linear Algebra: Theory and Applications by Larisa Beilina, Evgenii Karchevskii, Mikhail Karchevskii. -
XIV, 450 p. 15 illus., 14 illus. in color. online resource. Content notes : Preface -- 1. Preliminaries -- 2. Vector Spaces -- 3. Inner Product Spaces -- 4. Linear Operators -- 5. Canonical Forms and Factorizations -- 6. Vector and Matrix Norms -- 7. Elements of the Perturbation Theory -- 8. Solving Systems of Linear Equations -- 9. Numerical solution of Linear Least Squares Problems -- 10. Algorithms for the Nonsymmetric Eigenvalue Problem -- 11. Algorithms for Solution of Symmetric Eigenvalue problem -- 12. Introduction to Iterative Methods for Solution of Linear Systems -- A. Matlab Programs -- References. 9783319573045 * Matrix theory. Linear and Multilinear Algebras, Matrix Theory. * Karchevskii, Evgenii., aut, http://id.loc.gov/vocabulary/relators/autKarchevskii, Mikhail., aut, http://id.loc.gov/vocabulary/relators/aut * Title