Ditemukan 3 dokumen yang sesuai dengan query
Greenbaum, Anne
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Much recent research has concentrated on the efficient solution of large sparse or structured linear systems using iterative methods. A language loaded with acronyms for a thousand different algorithms has developed, and it is often difficult even for specialists to identify the basic principles involved. Here is a book that focuses on the analysis of iterative methods. The author includes the most useful algorithms from a practical point of view and discusses the mathematical principles ...
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Philadelphia : Society for Industrial and Applied Mathematics, 1997
e20442791
eBooks Universitas Indonesia Library
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The method of least squares was discovered by Gauss in 1795. It has since become the principal tool to reduce the influence of errors when fitting models to given observations. Today, applications of least squares arise in a great number of scientific areas, such as statistics, geodetics, signal processing, and control.
In the last 20 years there has been a great increase in the capacity for automatic data capturing and computing. Least squares problems of large ...
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Philadelphia : Society for Industrial and Applied Mathematics, 1996
e20443156
eBooks Universitas Indonesia Library
Hansen, Per Christian
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This book describes, in a common framework, new and existing numerical methods for the analysis and solution of rank-deficient and discrete ill-posed problems. The emphasis is on insight into the stabilizing properties of the algorithms and on the efficiency and reliability of the computations. The setting is that of numerical linear algebra rather than abstract functional analysis, and the theoretical development is complemented with numerical examples and figures that illustrate the features of the various ...
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Philadelphia: Society for Industrial and Applied Mathematics, 1998
e20448498
eBooks Universitas Indonesia Library
