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Solid, mathematically rigorous introduction covers diagonalizations and triangularizations of Hermitian and non-Hermitian matrices, the matrix theorem of Jordan, variational principles and perturbation theory of matrices, matrix numerical analysis, in-depth analysis of linear computations, more. Only a background in elementary algebra and calculus is required. Problem-solving exercises. 1968 edition.