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Schaum's Outline of Matrix Operations
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Basic Operations. Simultaneous Linear Equations. Square Matrices. Matrix Inversion. Determinants. Vectors. Eigenvalues and Eigenvectors. Functions of Matrices. Canonical Bases. Similarity. Inner Products. Norms. Hermitian Matrices. Positive Definite Matrices. Unitary Transformations. Quadratic Forms and Congruence. Nonnegative Matrices. Patterned Matrices. Power Methods for Locating Real Eigenvalues. The OR Algorithm. Generalized Inverses.

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