An introduction to Sparse Matrices
Copyright policy )An introduction to Sparse Matrices
The author gives a concise introduction to sparse matrices. First, the history and goals of sparse matrices are outlined. (The reviewer's book Sparse matrices (1973; Zbl 0262.65021) which was the first text in this area is inadvertently not mentioned.) The second part of this paper deals with a description of storage schemes. This is followed by sections on direct and iterative methods, symmetric positive definite matrices. The paper concludes with brief comments on eigenvalues, least squares and optimization problems.
Numerical computation of eigenvalues and eigenvectors of matrices, Computational methods for sparse matrices, Iterative numerical methods for linear systems, least squares, Numerical solutions to overdetermined systems, pseudoinverses, symmetric positive definite matrices, storage schemes, Direct numerical methods for linear systems and matrix inversion
Numerical computation of eigenvalues and eigenvectors of matrices, Computational methods for sparse matrices, Iterative numerical methods for linear systems, least squares, Numerical solutions to overdetermined systems, pseudoinverses, symmetric positive definite matrices, storage schemes, Direct numerical methods for linear systems and matrix inversion
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