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Author: Robert Plato
Publisher: American Mathematical Soc.
Published: 2003
Total Pages: 476
ISBN-13: 9780821834145
DOWNLOAD EBOOK"The book is suitable as a text for a first course in numerical methods for mathematics students or students in neighboring fields, such as engineering, physics, and computer science. In general, the author assumes only a knowledge of calculus and linear algebra."--BOOK JACKET.
Author: David M. Young
Publisher: Courier Corporation
Published: 1988-01-01
Total Pages: 562
ISBN-13: 0486656918
DOWNLOAD EBOOKVolume I of two-volume set offers broad self-contained coverage of computer-oriented numerical algorithms for solving mathematical problems related to linear algebra, ordinary and partial differential equations, and much more. 1972 edition.
Author: Alfio Quarteroni
Publisher: Springer
Published: 2017-01-26
Total Pages: 669
ISBN-13: 0387227504
DOWNLOAD EBOOKThe purpose of this book is to provide the mathematical foundations of numerical methods, to analyze their basic theoretical properties and to demonstrate their performances on examples and counterexamples. Within any specific class of problems, the most appropriate scientific computing algorithms are reviewed, their theoretical analyses are carried out and the expected results are verified using the MATLAB software environment. Each chapter contains examples, exercises and applications of the theory discussed to the solution of real-life problems. While addressed to senior undergraduates and graduates in engineering, mathematics, physics and computer sciences, this text is also valuable for researchers and users of scientific computing in a large variety of professional fields.
Author: Hans J. Stetter
Publisher: SIAM
Published: 2004-05-01
Total Pages: 475
ISBN-13: 0898715571
DOWNLOAD EBOOKThis book is the first comprehensive treatment of numerical polynomial algebra, an area which so far has received little attention.
Author: David M. Young, Robert Todd Gregory
Publisher:
Published: 1973
Total Pages: 676
ISBN-13:
DOWNLOAD EBOOKAuthor: Germund Dahlquist
Publisher: SIAM
Published: 2008-01-01
Total Pages: 742
ISBN-13: 0898717787
DOWNLOAD EBOOKThis new book from the authors of the classic book Numerical methods addresses the increasingly important role of numerical methods in science and engineering. More cohesive and comprehensive than any other modern textbook in the field, it combines traditional and well-developed topics with other material that is rarely found in numerical analysis texts, such as interval arithmetic, elementary functions, operator series, convergence acceleration, and continued fractions. Although this volume is self-contained, more comprehensive treatments of matrix computations will be given in a forthcoming volume. A supplementary Website contains three appendices: an introduction to matrix computations; a description of Mulprec, a MATLAB multiple precision package; and a guide to literature, algorithms, and software in numerical analysis. Review questions, problems, and computer exercises are also included. For use in an introductory graduate course in numerical analysis and for researchers who use numerical methods in science and engineering.
Author: Ake Bjorck
Publisher: SIAM
Published: 1996-01-01
Total Pages: 425
ISBN-13: 9781611971484
DOWNLOAD EBOOKThe 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.
Author: Justin Solomon
Publisher: CRC Press
Published: 2015-06-24
Total Pages: 400
ISBN-13: 1482251892
DOWNLOAD EBOOKNumerical 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
Author: M. A. Goldberg
Publisher: Springer Science & Business Media
Published: 2013-11-21
Total Pages: 351
ISBN-13: 1475714661
DOWNLOAD EBOOKAuthor: David Gottlieb
Publisher: SIAM
Published: 1977-01-01
Total Pages: 167
ISBN-13: 0898710235
DOWNLOAD EBOOKA unified discussion of the formulation and analysis of special methods of mixed initial boundary-value problems. The focus is on the development of a new mathematical theory that explains why and how well spectral methods work. Included are interesting extensions of the classical numerical analysis.
