Dealing With Dense Rows In The Solution Of Sparse Linear Least Squares Problems
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Dealing With Dense Rows In The Solution Of Sparse Linear Least Squares Problems
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Author : Chunguang Sun
language : en
Publisher:
Release Date : 1995
Dealing With Dense Rows In The Solution Of Sparse Linear Least Squares Problems written by Chunguang Sun and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Least squares categories.
Numerical Methods For Least Squares Problems
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Author : Ake Bjorck
language : en
Publisher: SIAM
Release Date : 1996-01-01
Numerical Methods For Least Squares Problems written by Ake Bjorck and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-01-01 with Mathematics categories.
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 size are now routinely solved. Tremendous progress has been made in numerical methods for least squares problems, in particular for generalized and modified least squares problems and direct and iterative methods for sparse 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.
Numerical Methods For Least Squares Problems Second Edition
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Author : Åke Björck
language : en
Publisher: SIAM
Release Date : 2024-07-05
Numerical Methods For Least Squares Problems Second Edition written by Åke Björck and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-05 with Mathematics categories.
The method of least squares, discovered by Gauss in 1795, is a principal tool for reducing the influence of errors when fitting a mathematical model to given observations. Applications arise in many areas of science and engineering. The increased use of automatic data capturing frequently leads to large-scale least squares problems. Such problems can be solved by using recent developments in preconditioned iterative methods and in sparse QR factorization. The first edition of Numerical Methods for Least Squares Problems was the leading reference on the topic for many years. The updated second edition stands out compared to other books on this subject because it provides an in-depth and up-to-date treatment of direct and iterative methods for solving different types of least squares problems and for computing the singular value decomposition. It also is unique because it covers generalized, constrained, and nonlinear least squares problems as well as partial least squares and regularization methods for discrete ill-posed problems. The bibliography of over 1,100 historical and recent references provides a comprehensive survey of past and present research in the field. This book will be of interest to graduate students and researchers in applied mathematics and to researchers working with numerical linear algebra applications.
Siam Journal On Scientific And Statistical Computing
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Author : Society for Industrial and Applied Mathematics
language : en
Publisher:
Release Date : 1991
Siam Journal On Scientific And Statistical Computing written by Society for Industrial and Applied Mathematics and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Mathematical analysis categories.
Computational Issues In High Performance Software For Nonlinear Optimization
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Author : Almerico Murli
language : en
Publisher: Springer
Release Date : 2007-06-14
Computational Issues In High Performance Software For Nonlinear Optimization written by Almerico Murli and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-14 with Business & Economics categories.
Computational Issues in High Performance Software for Nonlinear Research brings together in one place important contributions and up-to-date research results in this important area. Computational Issues in High Performance Software for Nonlinear Research serves as an excellent reference, providing insight into some of the most important research issues in the field.
Parallel Multifrontal Solution Of Sparse Linear Least Squares Problems On Distributed Memory Multiprocessors
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Author : Chunguang Sun
language : en
Publisher:
Release Date : 1994
Parallel Multifrontal Solution Of Sparse Linear Least Squares Problems On Distributed Memory Multiprocessors written by Chunguang Sun and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Least squares categories.
Task Parallel Implementation Of The Bowyer Watson Algorithm
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Author : Nikos P. Chrisochoides
language : en
Publisher:
Release Date : 1996
Task Parallel Implementation Of The Bowyer Watson Algorithm written by Nikos P. Chrisochoides and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Numerical grid generation (Numerical analysis) categories.
Image Processing With Total Variation Minimization
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Author : Adrian Victor Mariano
language : en
Publisher:
Release Date : 1999
Image Processing With Total Variation Minimization written by Adrian Victor Mariano and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.
The Procrustes Problem For Orthogonal Stiefel Matrices
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Author : Adam Bojanczyk
language : en
Publisher:
Release Date : 1996
The Procrustes Problem For Orthogonal Stiefel Matrices written by Adam Bojanczyk and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Convergence categories.
Low Dimensional Models Of Subcritical Transition To Turbulence
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Author : Jeffrey Scott Baggett
language : en
Publisher:
Release Date : 1996
Low Dimensional Models Of Subcritical Transition To Turbulence written by Jeffrey Scott Baggett and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Shear flow categories.