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Numerical Linear Approximation in C

2008-05-19 Computers
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Release : 2008-05-19
Genre : Computers
Kind : eBook
Book Rating : 799/5 ( reviews)

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Book Synopsis Numerical Linear Approximation in C by : Nabih Abdelmalek

Download or read book Numerical Linear Approximation in C written by Nabih Abdelmalek. This book was released on 2008-05-19. Available in PDF, EPUB and Kindle. Book excerpt: Illustrating the relevance of linear approximation in a variety of fields, Numerical Linear Approximation in C presents a unique collection of linear approximation algorithms that can be used to analyze, model, and compress discrete data. Developed by the lead author, the algorithms have been successfully applied to several engineering proje

Numerical Linear Approximation in C

2008-05-19 Mathematics
Download Numerical Linear Approximation in C PDF Online Free

Author :
Release : 2008-05-19
Genre : Mathematics
Kind : eBook
Book Rating : 780/5 ( reviews)

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Book Synopsis Numerical Linear Approximation in C by : Nabih Abdelmalek

Download or read book Numerical Linear Approximation in C written by Nabih Abdelmalek. This book was released on 2008-05-19. Available in PDF, EPUB and Kindle. Book excerpt: Illustrating the relevance of linear approximation in a variety of fields, Numerical Linear Approximation in C presents a unique collection of linear approximation algorithms that can be used to analyze, model, and compress discrete data. Developed by the lead author, the algorithms have been successfully applied to several engineering projects at the National Research Council of Canada. Basing most of the algorithms on linear programming techniques, the book begins with an introductory section that covers applications, the simplex method, and matrices. The next three parts focus on various L1, Chebyshev, and least squares approximations, including one-sided, bounded variables, and piecewise. The final section presents the solution of underdetermined systems of consistent linear equations that are subject to different constraints on the elements of the unknown solution vector. Except in the preliminary section, all chapters include the C functions of the algorithms, along with drivers that contain numerous test case examples and results. The accompanying CD-ROM also provides the algorithms written in C code as well as the test drivers. To use the software, it is not required to understand the theory behind each function.

Explorations In Numerical Analysis: Python Edition

2021-01-14 Mathematics
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Release : 2021-01-14
Genre : Mathematics
Kind : eBook
Book Rating : 950/5 ( reviews)

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Book Synopsis Explorations In Numerical Analysis: Python Edition by : James V Lambers

Download or read book Explorations In Numerical Analysis: Python Edition written by James V Lambers. This book was released on 2021-01-14. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is intended to introduce advanced undergraduate and early-career graduate students to the field of numerical analysis. This field pertains to the design, analysis, and implementation of algorithms for the approximate solution of mathematical problems that arise in applications spanning science and engineering, and are not practical to solve using analytical techniques such as those taught in courses in calculus, linear algebra or differential equations.Topics covered include computer arithmetic, error analysis, solution of systems of linear equations, least squares problems, eigenvalue problems, nonlinear equations, optimization, polynomial interpolation and approximation, numerical differentiation and integration, ordinary differential equations, and partial differential equations. For each problem considered, the presentation includes the derivation of solution techniques, analysis of their efficiency, accuracy and robustness, and details of their implementation, illustrated through the Python programming language.This text is suitable for a year-long sequence in numerical analysis, and can also be used for a one-semester course in numerical linear algebra.

Compact Numerical Methods for Computers

1990-01-01 Mathematics
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Release : 1990-01-01
Genre : Mathematics
Kind : eBook
Book Rating : 195/5 ( reviews)

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Book Synopsis Compact Numerical Methods for Computers by : John C. Nash

Download or read book Compact Numerical Methods for Computers written by John C. Nash. This book was released on 1990-01-01. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of Compact Numerical Methods for Computers presents reliable yet compact algorithms for computational problems. As in the previous edition, the author considers specific mathematical problems of wide applicability, develops approaches to a solution and the consequent algorithm, and provides the program steps. He emphasizes useful applicable methods from various scientific research fields, ranging from mathematical physics to commodity production modeling. While the ubiquitous personal computer is the particular focus, the methods have been implemented on computers as small as a programmable pocket calculator and as large as a highly parallel supercomputer. New to the Second Edition Presents program steps as Turbo Pascal code Includes more algorithmic examples Contains an extended bibliography The accompanying software (available by coupon at no charge) includes not only the algorithm source codes, but also driver programs, example data, and several utility codes to help in the software engineering of end-user programs. The codes are designed for rapid implementation and reliable use in a wide variety of computing environments. Scientists, statisticians, engineers, and economists who prepare/modify programs for use in their work will find this resource invaluable. Moreover, since little previous training in numerical analysis is required, the book can also be used as a supplementary text for courses on numerical methods and mathematical software.

Numerical Algorithms

2015-06-24 Computers
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Release : 2015-06-24
Genre : Computers
Kind : eBook
Book Rating : 892/5 ( reviews)

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Book Synopsis Numerical Algorithms by : Justin Solomon

Download or read book Numerical Algorithms written by Justin Solomon. This book was released on 2015-06-24. 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

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