Guaranteed Accuracy in Numerical Linear Algebra PDF ePub eBook

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Guaranteed Accuracy in Numerical Linear Algebra free pdf There exists a vast literature on numerical methods of linear algebra. In our bibliography list, which is by far not complete, we included some monographs on the subject [46], [15], [32], [39], [11], [21]. The present book is devoted to the theory of algorithms for a single problem of linear algebra, namely, for the problem of solving systems of linear equations with non-full-rank matrix of coefficients. The solution of this problem splits into many steps, the detailed discussion of which are interest- ing problems on their own (bidiagonalization of matrices, computation of singular values and eigenvalues, procedures of deflation of singular values, etc. ). Moreover, the theory of algorithms for solutions of the symmetric eigenvalues problem is closely related to the theory of solv- ing linear systems (Householder's algorithms of bidiagonalization and tridiagonalization, eigenvalues and singular values, etc. ). It should be stressed that in this book we discuss algorithms which to computer programs having the virtue that the accuracy of com- lead putations is guaranteed. As far as the final program product is con- cerned, this means that the user always finds an unambiguous solution of his problem. This solution might be of two kinds: 1. Solution of the problem with an estimate of errors, where abso- lutely all errors of input data and machine round-offs are taken into account. 2.

About S. K. Godunov

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Details Book

Author : S. K. Godunov
Publisher : Springer
Data Published : 13 November 2012
ISBN : 9401048630
EAN : 9789401048637
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : 537 pages
Age + : 15 years
Language : English
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  • Guaranteed Accuracy in Numerical Linear Algebra free pdfGuaranteed Accuracy in Numerical Linear Algebra

    . There exists a vast literature on numerical methods of linear algebra. In our bibliography list, which is by far not complete, we included some monographs on the subject [46], [15], [32], [39], [11]