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******************************************************************************* INFO ******************************************************************************* Title................: Numerical Methods for Least Squares Problems Type.................: Ebook Reader...............: PDF Reader Size.................: 23.4 MB Torrent Hash.........: C47E958C33323E2A20532CAB1B2C75ABF55F4790 Posted by............: ~tqw~
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Synopsis: The method of least squares was discovered by Gauss in 1795. It 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.
Table Of Contents: Chapter 1: MATHEMATICAL AND STATISTICAL PROPERTIES OF LEAST SQUARES SOLUTIONS Chapter 2: BASIC NUMERICAL METHODS Chapter 3: MODIFIED LEAST SQUARES PROBLEMS Chapter 4: GENERALIZED LEAST SQUARES PROBLEMS Chapter 5: CONSTRAINED LEAST SQUARES PROBLEMS Chapter 6: DIRECT METHODS FOR SPARSE PROBLEMS Chapter 7: ITERATIVE METHODS FOR LEAST SQUARES PROBLEMS Chapter 8: LEAST SQUARES PROBLEMS WITH SPECIAL BASES Chapter 9: NONLINEAR LEAST SQUARES PROBLEMS
Product Details: * ISBN: 0898713609 * ISBN-13: 9780898713602 * Format: Paperback, 408pp * Publisher: SIAM * Pub. Date: January 1996
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