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Solving Least Squares Problems (Classics in Applied Mathematics, No 15) 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

Solving Least Squares Problems (Classics in Applied Mathematics, No 15)
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简体网页||繁体网页
Charles L. Lawson 作者
Soc for Industrial & Applied Math
译者
1995-09 出版日期
350 页数
USD 50.00 价格
Paperback
Classics in Applied Mathematics 丛书系列
9780898713565 图书编码

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发表于2024-11-27

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Solving Least Squares Problems (Classics in Applied Mathematics, No 15) 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Solving Least Squares Problems (Classics in Applied Mathematics, No 15) 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Solving Least Squares Problems (Classics in Applied Mathematics, No 15) 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


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Solving Least Squares Problems (Classics in Applied Mathematics, No 15) 在线电子书 图书描述

An accessible text for the study of numerical methods for solving least squares problems remains an essential part of a scientific software foundation. This book has served this purpose well. Numerical analysts, statisticians, and engineers have developed techniques and nomenclature for the least squares problems of their own discipline. This well-organized presentation of the basic material needed for the solution of least squares problems helps to unify this divergence of methods. Mathematicians, practicing engineers, and scientists will welcome its return to print.

The material covered includes Householder and Givens orthogonal transformations, the QR and SVD decompositions, equality constraints, solutions in nonnegative variables, banded problems, and updating methods for sequential estimation. Both the theory and practical algorithms are included. The easily understood explanations and the appendix providing a review of basic linear algebra make the book accessible for the nonspecialist.

This Classic edition includes a new appendix that summarizes the major developments since the book was originally published in 1974. The additions are organized in short sections associated with each chapter. An additional 230 references have been added, bringing the bibliography to over 400 entries. Appendix C has been edited to reflect changes in the associated software package and software distribution method. The software has been upgraded to conform to the FORTRAN 77 standard and a new subroutine has been added in FORTRAN 90 for the solution of the bounded variables least squares problem (BVLS). The codes are available from netlib via the Internet.

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