Numerical Methods for Least Squares Problems 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Ake Bjõrck 作者

SIAM: Society for Industrial and Applied Mathematics

译者

1996-12-01 出版日期

184 页数

USD 74.50 价格

Paperback

丛书系列

9780898713602 图书编码

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Numerical Methods for Least Squares Problems 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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The method of least squares was discovered by Gauss in 1795 and has since become the principal tool for reducing 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 and tremendous progress has been made in numerical methods for least squares problems. Until now there has not been a monograph that covers the full spectrum of relevant problems and methods in least squares. This volume gives an in-depth treatment of topics such as methods for sparse least squares problems, iterative methods, modified least squares, weighted problems, and constrained and regularized problems. The more than 800 references provide a comprehensive survey of the available literature on the subject.

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