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Science/Engineering Solving Least Squares Problems

Posted on 2010-03-15




Name:Science/Engineering Solving Least Squares Problems
ASIN/ISBN:0898713560
Language:English
File size:3.3 Mb
Publish Date: 1987-01-01
ISBN: 0898713560
Pages: 350 pages
File Size: 3,3 MB
Other Info: Society for Industrial Mathematics; Djvu
   Science/Engineering Solving Least Squares Problems

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Charles L. Lawson, Richard J. Hanson “Solving Least Squares Problems"

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 can 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 non-specialist.

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