Download or read book Projections and Approximate Orthogonalization for Numerical Solution of Inconsistent Least squares Problems written by Constantin Popa and published by . This book was released on 1999 with total page 13 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Numerical Methods for Least Squares Problems written by Ake Bjorck and published by SIAM. This book was released on 1996-12-01 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: The method of least squares: the principal tool for reducing the influence of errors when fitting models to given observations.

Download or read book A Computational Investigation of Least Squares and Other Projection Methods for the Approximate Solution of Boundary Value Problems written by Steven Mark Serbin and published by . This book was released on 1971 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Successive Orthogonal Projections for Exact Computation of Minimal Norm Solution of Inconsistent and Rank defficient Least squares Problems written by Mekhon Ṿaitsman le-madaʻ. Dept. of Applied Mathematics and Computer Science and published by . This book was released on 1996 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "In the present paper we present a direct method for computation of the minimal norm solution of generally (inconsistent and rank-defficient) least-squares problems. The method is based on the classical Kaczmarz's iterative algorithm to which we attach a set of new directions for projection. The practical construction of these new directions together with comments concerning computational aspects are also presented, in the last section of the paper."

Download or read book Least squares Approximation written by Open University. Linear Mathematics Course Team and published by . This book was released on 1972 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Global Total Least Squares written by Berend Roorda and published by . This book was released on 1995 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book An Extension of Kaczmarz s Projections Method with Relaxation Parameter to Inconsistent and Rank Defficient Least squares Problems written by Mekhon Ṿaitsman le-madaʻ. Dept. of Applied Mathematics and Computer Science and published by . This book was released on 1996 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Least Squares Computations Using Orthogonalization Methods written by James W. Longley and published by Marcel Dekker. This book was released on 1984 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Orthogonalization, elimination, least squares and correlation. The least suqares problem. Back substitution, forward solution inversion. Classical gram-schmidt vs. modified gram-schmidt. Connection between gram-schmidt, householder and plane rotations. The gram-schmidt algorithm. The inverse matrix. Generalized matrix inversion by gram-schmidt. Singular value decomposition. Advantages and disadvantages of reducing. Programming considerations.

Download or read book Inverse Problems written by Giorgio Talenti and published by Springer. This book was released on 2006-11-14 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Characterization of the Solutions Set of Least squares Problems by an Extension of Kaczmarz s Projections Methods written by Constantin Popa and published by . This book was released on 1997 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "We give a new characterization of the solutions set of the general (inconsistent) linear least-squares problem using the set of limit-points of an extended version of the classical Kaczmarz's projections method. We also obtain a 'step error reduction formula' which, at least from a theoretical view point, can give us information about the convergence properties of the algorithm. In section 3 we present a modified version of the above extended algorithm, obtained by a class of nonorthogonal transformations of the initial least-squares problem and we prove for it similar results as for the initial one. Some comparisons concerning computational aspects, between our algorithms and others existent in the literature, are made in the last section of the paper."

Download or read book Numerical Algorithms written by Justin Solomon and published by CRC Press. This book was released on 2015-06-24 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic desig

Download or read book Mathematical Reviews written by and published by . This book was released on 2003 with total page 1280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book KWIC Index for Numerical Algebra written by Alston Scott Householder and published by . This book was released on 1975 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Current Index to Statistics Applications Methods and Theory written by and published by . This book was released on 1990 with total page 760 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields.

Download or read book North American Datum of 1983 written by and published by . This book was released on 1989 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Optimization by Vector Space Methods written by David G. Luenberger and published by John Wiley & Sons. This book was released on 1997-01-23 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineers must make decisions regarding the distribution of expensive resources in a manner that will be economically beneficial. This problem can be realistically formulated and logically analyzed with optimization theory. This book shows engineers how to use optimization theory to solve complex problems. Unifies the large field of optimization with a few geometric principles. Covers functional analysis with a minimum of mathematics. Contains problems that relate to the applications in the book.

Download or read book Numerical Methods in Matrix Computations written by Åke Björck and published by Springer. This book was released on 2014-10-07 with total page 812 pages. Available in PDF, EPUB and Kindle. Book excerpt: Matrix algorithms are at the core of scientific computing and are indispensable tools in most applications in engineering. This book offers a comprehensive and up-to-date treatment of modern methods in matrix computation. It uses a unified approach to direct and iterative methods for linear systems, least squares and eigenvalue problems. A thorough analysis of the stability, accuracy, and complexity of the treated methods is given. Numerical Methods in Matrix Computations is suitable for use in courses on scientific computing and applied technical areas at advanced undergraduate and graduate level. A large bibliography is provided, which includes both historical and review papers as well as recent research papers. This makes the book useful also as a reference and guide to further study and research work.