A book for engineers who wish to use matrices in digital computation. The main theme is matrix numerical analysis, particularly the solution of linear simultaneous equations and eigen-value problems. Selected applications have been introduced and certain features of computer implementation have been discussed.
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Contains a more substantial discussion on reliability, fuller development of Lanczos method for sparse eigenvalue programs and the related conjugate gradient method for sparse linear equations, a detailed examination of techniques involving sparse matrices, as well as a chapter on the solution of non-linear equations. All the program segments have been set in structured FORTRAN and special considerations required for working with vector and parallel computers are introduced. Features several exercises at the end of each chapter.
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