Linear Algebra For Large Scale And Real Time Applications

Author : M.S. Moonen,Gene H. Golub,B.L. de Moor
Publisher : Springer
Page : 456 pages
File Size : 40,6 Mb
Release : 1993-02-28
Category : Computers
ISBN : 0792321510

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Linear Algebra for Large Scale and Real-Time Applications by M.S. Moonen,Gene H. Golub,B.L. de Moor Pdf

In recent years there has been great interest in large scale and real-time matrix computations; these computations arise in a variety of fields, such as computer graphics, imaging, speech and image processing, telecommunication, biomedical signal processing, optimization and so on. This volume, which is an outgrowth of a NATO ASI, held at Leuven, Belgium, August 1992, gives an account of recent research advances in numerical techniques used in large scale and real-time computations and their implementation on high performance computers. For anyone interested in any of these disciplines, this collection of papers is invaluable and provides state-of-the-art expositions as well as new and important trends and directions for the future, motivated and illustrated by a wealth of scientific and engineering applications.

Author : M.S. Moonen,Gene H. Golub,B.L. de Moor
Publisher : Springer Science & Business Media
Page : 434 pages
File Size : 47,7 Mb
Release : 2013-11-09
Category : Mathematics
ISBN : 9789401581967

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Linear Algebra for Large Scale and Real-Time Applications by M.S. Moonen,Gene H. Golub,B.L. de Moor Pdf

Proceedings of the NATO Advanced Study Institute, Leuven, Belgium, August 3-14, 1992

Author : Laurence Tianruo Yang
Publisher : Springer Science & Business Media
Page : 234 pages
File Size : 46,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461552055

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Parallel Numerical Computation with Applications by Laurence Tianruo Yang Pdf

Parallel Numerical Computations with Applications contains selected edited papers presented at the 1998 Frontiers of Parallel Numerical Computations and Applications Workshop, along with invited papers from leading researchers around the world. These papers cover a broad spectrum of topics on parallel numerical computation with applications; such as advanced parallel numerical and computational optimization methods, novel parallel computing techniques, numerical fluid mechanics, and other applications related to material sciences, signal and image processing, semiconductor technology, and electronic circuits and systems design. This state-of-the-art volume will be an up-to-date resource for researchers in the areas of parallel and distributed computing.

Author : Gianfranco Bilardi
Publisher : Springer Science & Business Media
Page : 306 pages
File Size : 51,7 Mb
Release : 1997-06-04
Category : Computers
ISBN : 3540631380

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Solving Irregularly Structured Problems in Parallel by Gianfranco Bilardi Pdf

This book constitutes the refereed proceedings of the 4th International Symposium on Solving Irregularly Structured Problems in Parallel, IRREGULAR'97, held in Paderborn, Germany, in June 1997. The 18 revised full papers presented were carefully selected by the program committee for inclusion in the volume; also included are full papers by the five invited speakers. Among the topics covered are discrete algorithms, randomized methods and approximation algorithms, implementations, programming environments, systems and applications, and scheduling and load balancing.

Author : Michel Verhaegen,Chengpu Yu,Baptiste Sinquin
Publisher : Cambridge University Press
Page : 287 pages
File Size : 46,8 Mb
Release : 2022-05-12
Category : Technology & Engineering
ISBN : 9781316515709

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Data-Driven Identification of Networks of Dynamic Systems by Michel Verhaegen,Chengpu Yu,Baptiste Sinquin Pdf

A comprehensive introduction to identifying network-connected systems, covering models and methods, and applications in adaptive optics.

Author : Jerzy Wasniewski
Publisher : Springer Science & Business Media
Page : 744 pages
File Size : 46,7 Mb
Release : 1996-12-11
Category : Business & Economics
ISBN : 3540620958

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Applied Parallel Computing. Industrial Computation and Optimization by Jerzy Wasniewski Pdf

Although the last decade has witnessed significant advances in control theory for finite and infinite dimensional systems, the stability and control of time-delay systems have not been fully investigated. Many problems exist in this field that are still unresolved, and there is a tendency for the numerical methods available either to be too general or too specific to be applied accurately across a range of problems. This monograph brings together the latest trends and new results in this field, with the aim of presenting methods covering a large range of techniques. Particular emphasis is placed on methods that can be directly applied to specific problems. The resulting book is one that will be of value to both researchers and practitioners.

Author : Daniel Kressner
Publisher : Springer Science & Business Media
Page : 272 pages
File Size : 42,6 Mb
Release : 2006-01-20
Category : Mathematics
ISBN : 9783540285021

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Numerical Methods for General and Structured Eigenvalue Problems by Daniel Kressner Pdf

This book is about computing eigenvalues, eigenvectors, and invariant subspaces of matrices. Treatment includes generalized and structured eigenvalue problems and all vital aspects of eigenvalue computations. A unique feature is the detailed treatment of structured eigenvalue problems, providing insight on accuracy and efficiency gains to be expected from algorithms that take the structure of a matrix into account.

Author : Renato de Leone,Almerico Murli,Panos M. Pardalos,Gerardo Toraldo
Publisher : Springer Science & Business Media
Page : 379 pages
File Size : 49,9 Mb
Release : 2013-12-01
Category : Mathematics
ISBN : 9781461332794

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High Performance Algorithms and Software in Nonlinear Optimization by Renato de Leone,Almerico Murli,Panos M. Pardalos,Gerardo Toraldo Pdf

This book contains a selection of papers presented at the conference on High Performance Software for Nonlinear Optimization (HPSN097) which was held in Ischia, Italy, in June 1997. The rapid progress of computer technologies, including new parallel architec tures, has stimulated a large amount of research devoted to building software environments and defining algorithms able to fully exploit this new computa tional power. In some sense, numerical analysis has to conform itself to the new tools. The impact of parallel computing in nonlinear optimization, which had a slow start at the beginning, seems now to increase at a fast rate, and it is reasonable to expect an even greater acceleration in the future. As with the first HPSNO conference, the goal of the HPSN097 conference was to supply a broad overview of the more recent developments and trends in nonlinear optimization, emphasizing the algorithmic and high performance software aspects. Bringing together new computational methodologies with theoretical ad vances and new computer technologies is an exciting challenge that involves all scientists willing to develop high performance numerical software. This book contains several important contributions from different and com plementary standpoints. Obviously, the articles in the book do not cover all the areas of the conference topic or all the most recent developments, because of the large number of new theoretical and computational ideas of the last few years.

Author : Gene H. Golub,Charles F. Van Loan
Publisher : JHU Press
Page : 734 pages
File Size : 52,5 Mb
Release : 1996-10-15
Category : Mathematics
ISBN : 0801854148

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Matrix Computations by Gene H. Golub,Charles F. Van Loan Pdf

Revised and updated, the third edition of Golub and Van Loan's classic text in computer science provides essential information about the mathematical background and algorithmic skills required for the production of numerical software. This new edition includes thoroughly revised chapters on matrix multiplication problems and parallel matrix computations, expanded treatment of CS decomposition, an updated overview of floating point arithmetic, a more accurate rendition of the modified Gram-Schmidt process, and new material devoted to GMRES, QMR, and other methods designed to handle the sparse unsymmetric linear system problem.

Author : Gérard Meurant,Jurjen Duintjer Tebbens
Publisher : Springer Nature
Page : 686 pages
File Size : 49,9 Mb
Release : 2020-10-02
Category : Mathematics
ISBN : 9783030552510

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Krylov Methods for Nonsymmetric Linear Systems by Gérard Meurant,Jurjen Duintjer Tebbens Pdf

This book aims to give an encyclopedic overview of the state-of-the-art of Krylov subspace iterative methods for solving nonsymmetric systems of algebraic linear equations and to study their mathematical properties. Solving systems of algebraic linear equations is among the most frequent problems in scientific computing; it is used in many disciplines such as physics, engineering, chemistry, biology, and several others. Krylov methods have progressively emerged as the iterative methods with the highest efficiency while being very robust for solving large linear systems; they may be expected to remain so, independent of progress in modern computer-related fields such as parallel and high performance computing. The mathematical properties of the methods are described and analyzed along with their behavior in finite precision arithmetic. A number of numerical examples demonstrate the properties and the behavior of the described methods. Also considered are the methods’ implementations and coding as Matlab®-like functions. Methods which became popular recently are considered in the general framework of Q-OR (quasi-orthogonal )/Q-MR (quasi-minimum) residual methods. This book can be useful for both practitioners and for readers who are more interested in theory. Together with a review of the state-of-the-art, it presents a number of recent theoretical results of the authors, some of them unpublished, as well as a few original algorithms. Some of the derived formulas might be useful for the design of possible new methods or for future analysis. For the more applied user, the book gives an up-to-date overview of the majority of the available Krylov methods for nonsymmetric linear systems, including well-known convergence properties and, as we said above, template codes that can serve as the base for more individualized and elaborate implementations.

Author : Samarjit Chakraborty,Jörg Eberspächer
Publisher : Springer Science & Business Media
Page : 354 pages
File Size : 47,6 Mb
Release : 2012-02-09
Category : Technology & Engineering
ISBN : 9783642243486

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Advances in Real-Time Systems by Samarjit Chakraborty,Jörg Eberspächer Pdf

This volume contains the lectures given in honor to Georg Färber as tribute to his contributions in the area of real-time and embedded systems. The chapters of many leading scientists cover a wide range of aspects, like robot or automotive vision systems or medical aspects.

Author : J. David Brown
Publisher : SIAM
Page : 722 pages
File Size : 44,6 Mb
Release : 1994-01-01
Category : Biography & Autobiography
ISBN : 0898713390

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Proceedings of the Cornelius Lanczos International Centenary Conference by J. David Brown Pdf

Author : E. Spedicato
Publisher : Springer Science & Business Media
Page : 572 pages
File Size : 50,9 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9789400903692

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Algorithms for Continuous Optimization by E. Spedicato Pdf

The NATO Advanced Study Institute on "Algorithms for continuous optimiza tion: the state of the art" was held September 5-18, 1993, at II Ciocco, Barga, Italy. It was attended by 75 students (among them many well known specialists in optimiza tion) from the following countries: Belgium, Brasil, Canada, China, Czech Republic, France, Germany, Greece, Hungary, Italy, Poland, Portugal, Rumania, Spain, Turkey, UK, USA, Venezuela. The lectures were given by 17 well known specialists in the field, from Brasil, China, Germany, Italy, Portugal, Russia, Sweden, UK, USA. Solving continuous optimization problems is a fundamental task in computational mathematics for applications in areas of engineering, economics, chemistry, biology and so on. Most real problems are nonlinear and can be of quite large size. Devel oping efficient algorithms for continuous optimization has been an important field of research in the last 30 years, with much additional impetus provided in the last decade by the availability of very fast and parallel computers. Techniques, like the simplex method, that were already considered fully developed thirty years ago have been thoroughly revised and enormously improved. The aim of this ASI was to present the state of the art in this field. While not all important aspects could be covered in the fifty hours of lectures (for instance multiob jective optimization had to be skipped), we believe that most important topics were presented, many of them by scientists who greatly contributed to their development.

Author : Gene H. Golub,Charles F. Van Loan
Publisher : JHU Press
Page : 781 pages
File Size : 48,9 Mb
Release : 2013-02-15
Category : Mathematics
ISBN : 9781421407944

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Matrix Computations by Gene H. Golub,Charles F. Van Loan Pdf

This revised edition provides the mathematical background and algorithmic skills required for the production of numerical software. It includes rewritten and clarified proofs and derivations, as well as new topics such as Arnoldi iteration, and domain decomposition methods.

Author : Jack J. Dongarra,Iain S. Duff,Danny C. Sorensen,Henk A. van der Vorst
Publisher : SIAM
Page : 360 pages
File Size : 49,7 Mb
Release : 1998-01-01
Category : Computers
ISBN : 0898719615

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Numerical Linear Algebra for High-performance Computers by Jack J. Dongarra,Iain S. Duff,Danny C. Sorensen,Henk A. van der Vorst Pdf

This book presents a unified treatment of recently developed techniques and current understanding about solving systems of linear equations and large scale eigenvalue problems on high-performance computers. It provides a rapid introduction to the world of vector and parallel processing for these linear algebra applications. Topics include major elements of advanced-architecture computers and their performance, recent algorithmic development, and software for direct solution of dense matrix problems, direct solution of sparse systems of equations, iterative solution of sparse systems of equations, and solution of large sparse eigenvalue problems.