The Theory of Matrices in Numerical Analysis
Householder, Alston Scott / Robertson, H.P.
Suitable for advanced undergraduates and graduate students, this text presents selected aspects of matrix theory that are most useful in developing computational methods for solving linear equations and finding characteristic roots. Topics include norms, bounds and convergence, localization theorems and other inequalities, and methods of solving systems of linear equations. 1964 edition.