Numerical Linear Algebra with Applications

Numerical Linear Algebra with Applications
Author: William Ford
Publsiher: Academic Press
Total Pages: 628
Release: 2014-09-14
ISBN 10: 0123947847
ISBN 13: 9780123947840
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra with Applications Book Review:

Numerical Linear Algebra with Applications is designed for those who want to gain a practical knowledge of modern computational techniques for the numerical solution of linear algebra problems, using MATLAB as the vehicle for computation. The book contains all the material necessary for a first year graduate or advanced undergraduate course on numerical linear algebra with numerous applications to engineering and science. With a unified presentation of computation, basic algorithm analysis, and numerical methods to compute solutions, this book is ideal for solving real-world problems. The text consists of six introductory chapters that thoroughly provide the required background for those who have not taken a course in applied or theoretical linear algebra. It explains in great detail the algorithms necessary for the accurate computation of the solution to the most frequently occurring problems in numerical linear algebra. In addition to examples from engineering and science applications, proofs of required results are provided without leaving out critical details. The Preface suggests ways in which the book can be used with or without an intensive study of proofs. This book will be a useful reference for graduate or advanced undergraduate students in engineering, science, and mathematics. It will also appeal to professionals in engineering and science, such as practicing engineers who want to see how numerical linear algebra problems can be solved using a programming language such as MATLAB, MAPLE, or Mathematica. Six introductory chapters that thoroughly provide the required background for those who have not taken a course in applied or theoretical linear algebra Detailed explanations and examples A through discussion of the algorithms necessary for the accurate computation of the solution to the most frequently occurring problems in numerical linear algebra Examples from engineering and science applications

Numerical Linear Algebra and Applications Second Edition

Numerical Linear Algebra and Applications  Second Edition
Author: Biswa Nath Datta
Publsiher: SIAM
Total Pages: 530
Release: 2010
ISBN 10: 0898717655
ISBN 13: 9780898717655
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra and Applications Second Edition Book Review:

Full of features and applications, this acclaimed textbook for upper undergraduate level and graduate level students includes all the major topics of computational linear algebra, including solution of a system of linear equations, least-squares solutions of linear systems, computation of eigenvalues, eigenvectors, and singular value problems. Drawing from numerous disciplines of science and engineering, the author covers a variety of motivating applications. When a physical problem is posed, the scientific and engineering significance of the solution is clearly stated. Each chapter contains a summary of the important concepts developed in that chapter, suggestions for further reading, and numerous exercises, both theoretical and MATLAB and MATCOM based. The author also provides a list of key words for quick reference. The MATLAB toolkit available online, 'MATCOM', contains implementations of the major algorithms in the book and will enable students to study different algorithms for the same problem, comparing efficiency, stability, and accuracy.

Numerical Linear Algebra for Applications in Statistics

Numerical Linear Algebra for Applications in Statistics
Author: James E. Gentle
Publsiher: Springer Science & Business Media
Total Pages: 221
Release: 2012-12-06
ISBN 10: 1461206235
ISBN 13: 9781461206231
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra for Applications in Statistics Book Review:

Accurate and efficient computer algorithms for factoring matrices, solving linear systems of equations, and extracting eigenvalues and eigenvectors. Regardless of the software system used, the book describes and gives examples of the use of modern computer software for numerical linear algebra. It begins with a discussion of the basics of numerical computations, and then describes the relevant properties of matrix inverses, factorisations, matrix and vector norms, and other topics in linear algebra. The book is essentially self- contained, with the topics addressed constituting the essential material for an introductory course in statistical computing. Numerous exercises allow the text to be used for a first course in statistical computing or as supplementary text for various courses that emphasise computations.

Numerical Linear Algebra Theory and Applications

Numerical Linear Algebra  Theory and Applications
Author: Larisa Beilina,Evgenii Karchevskii,Mikhail Karchevskii
Publsiher: Springer
Total Pages: 450
Release: 2017-09-19
ISBN 10: 3319573047
ISBN 13: 9783319573045
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra Theory and Applications Book Review:

This book combines a solid theoretical background in linear algebra with practical algorithms for numerical solution of linear algebra problems. Developed from a number of courses taught repeatedly by the authors, the material covers topics like matrix algebra, theory for linear systems of equations, spectral theory, vector and matrix norms combined with main direct and iterative numerical methods, least squares problems, and eigenproblems. Numerical algorithms illustrated by computer programs written in MATLAB® are also provided as supplementary material on SpringerLink to give the reader a better understanding of professional numerical software for the solution of real-life problems. Perfect for a one- or two-semester course on numerical linear algebra, matrix computation, and large sparse matrices, this text will interest students at the advanced undergraduate or graduate level.

Structured Matrices in Numerical Linear Algebra

Structured Matrices in Numerical Linear Algebra
Author: Dario Andrea Bini,Fabio Di Benedetto,Eugene Tyrtyshnikov,Marc Van Barel
Publsiher: Springer
Total Pages: 322
Release: 2019-04-08
ISBN 10: 3030040887
ISBN 13: 9783030040888
Language: EN, FR, DE, ES & NL

Structured Matrices in Numerical Linear Algebra Book Review:

This book gathers selected contributions presented at the INdAM Meeting Structured Matrices in Numerical Linear Algebra: Analysis, Algorithms and Applications, held in Cortona, Italy on September 4-8, 2017. Highlights cutting-edge research on Structured Matrix Analysis, it covers theoretical issues, computational aspects, and applications alike. The contributions, written by authors from the foremost international groups in the community, trace the main research lines and treat the main problems of current interest in this field. The book offers a valuable resource for all scholars who are interested in this topic, including researchers, PhD students and post-docs.

Journal of Numerical Linear Algebra with Applications

Journal of Numerical Linear Algebra with Applications
Author: Anonim
Publsiher: Unknown
Total Pages: 329
Release: 1992
ISBN 10:
ISBN 13: UOM:39015034773773
Language: EN, FR, DE, ES & NL

Journal of Numerical Linear Algebra with Applications Book Review:

Numerical linear algebra with applications

Numerical linear algebra with applications
Author: [Anonymus AC11153555]
Publsiher: Unknown
Total Pages: 22
Release: 1994
ISBN 10:
ISBN 13: OCLC:641876274
Language: EN, FR, DE, ES & NL

Numerical linear algebra with applications Book Review:

Matrix Algebra

Matrix Algebra
Author: James E. Gentle
Publsiher: Springer Science & Business Media
Total Pages: 528
Release: 2007-07-27
ISBN 10: 0387708723
ISBN 13: 9780387708720
Language: EN, FR, DE, ES & NL

Matrix Algebra Book Review:

This much-needed work presents, among other things, the relevant aspects of the theory of matrix algebra for applications in statistics. Written in an informal style, it addresses computational issues and places more emphasis on applications than existing texts.

Linear Algebra with Applications Alternate Edition

Linear Algebra with Applications  Alternate Edition
Author: Gareth Williams
Publsiher: Jones & Bartlett Learning
Total Pages: 532
Release: 2011-08-24
ISBN 10: 0763782491
ISBN 13: 9780763782498
Language: EN, FR, DE, ES & NL

Linear Algebra with Applications Alternate Edition Book Review:

Part of the new Digital Filmmaker Series! Digital Filmmaking: An Introductionis the first book in the newDigital Filmmaker Series. Designed for an introductory level course in digital filmmaking, it is intended for anyone who has an interest in telling stories with pictures and sound and won't assume any familiarity with equipment or concepts on the part of the student. In addition to the basics of shooting and editing, different story forms are introduced from documentary and live events through fictional narratives. Each of the topics is covered in enough depth to allow anyone with a camera and a computer to begin creating visual projects of quality.

Computational Mathematics Numerical Analysis and Applications

Computational Mathematics  Numerical Analysis and Applications
Author: Mariano Mateos,Pedro Alonso
Publsiher: Springer
Total Pages: 254
Release: 2017-08-03
ISBN 10: 331949631X
ISBN 13: 9783319496313
Language: EN, FR, DE, ES & NL

Computational Mathematics Numerical Analysis and Applications Book Review:

The first part of this volume gathers the lecture notes of the courses of the “XVII Escuela Hispano-Francesa”, held in Gijón, Spain, in June 2016. Each chapter is devoted to an advanced topic and presents state-of-the-art research in a didactic and self-contained way. Young researchers will find a complete guide to beginning advanced work in fields such as High Performance Computing, Numerical Linear Algebra, Optimal Control of Partial Differential Equations and Quantum Mechanics Simulation, while experts in these areas will find a comprehensive reference guide, including some previously unpublished results, and teachers may find these chapters useful as textbooks in graduate courses. The second part features the extended abstracts of selected research work presented by the students during the School. It highlights new results and applications in Computational Algebra, Fluid Mechanics, Chemical Kinetics and Biomedicine, among others, offering interested researchers a convenient reference guide to these latest advances.

Linear Algebra with Applications

Linear Algebra with Applications
Author: Gareth Williams
Publsiher: Jones & Bartlett Publishers
Total Pages: 589
Release: 2012-09-01
ISBN 10: 1449679544
ISBN 13: 9781449679545
Language: EN, FR, DE, ES & NL

Linear Algebra with Applications Book Review:

Updated and revised to increase clarity and further improve student learning, the Eighth Edition of Gareth Williams' classic text is designed for the introductory course in linear algebra. It provides a flexible blend of theory and engaging applications for students within engineering, science, mathematics, business management, and physics. It is organized into three parts that contain core and optional sections. There is then ample time for the instructor to select the material that gives the course the desired flavor. Part 1 introduces the basics, presenting systems of linear equations, vectors and subspaces of Rn, matrices, linear transformations, determinants, and eigenvectors. Part 2 builds on the material presented in Part1 and goes on to introduce the concepts of general vector spaces, discussing properties of bases, developing the rank/nullity theorem, and introducing spaces of matrices and functions. Part 3 completes the course with important ideas and methods of numerical linear algebra, such as ill-conditioning, pivoting, and LU decomposition. Throughout the text the author takes care to fully and clearly develop the mathematical concepts and provide modern applications to reinforce those concepts. The applications range from theoretical applications within differential equations and least square analysis, to practical applications in fields such as archeology, demography, electrical engineering and more. New exercises can be found throughout that tie back to the modern examples in the text. Key Features of the Eighth Edition: • Updated and revised throughout with new section material and exercises. • Each section begins with a motivating introduction, which ties material to the previously learned topics. • Carefully explained examples illustrate key concepts throughout the text. • Includes such new topics such as QR Factorization and Singular Value Decomposition. • Includes new applications such as a Leslie Matrix model that is used to predict birth and death patterns of animals. • Includes discussions of the role of linear algebra in many areas, such as the operation of the search engine Google and the global structure of the worldwide air transportation network. • A MATLAB manual that ties into the regular course material is included as an appendix. These ideas can be implemented on any matrix algebra software package. This manual consists of 28 sections that tie into the regular course material. • Graphing Calculator Manual included as an appendix. • A Student Solutions Manual that contains solutions to selected exercises is available as a supplement. An Instructors Complete Solutions Manual, test bank, and PowerPoint Lecture Outlines are also available. • Available with WebAssign Online Homework & Assessment

Applied Numerical Linear Algebra

Applied Numerical Linear Algebra
Author: James W. Demmel
Publsiher: SIAM
Total Pages: 419
Release: 1997-08-01
ISBN 10: 0898713897
ISBN 13: 9780898713893
Language: EN, FR, DE, ES & NL

Applied Numerical Linear Algebra Book Review:

This comprehensive textbook is designed for first-year graduate students from a variety of engineering and scientific disciplines.

Introduction to Applied Linear Algebra

Introduction to Applied Linear Algebra
Author: Stephen Boyd,Lieven Vandenberghe
Publsiher: Cambridge University Press
Total Pages: 500
Release: 2018-06-07
ISBN 10: 1316518965
ISBN 13: 9781316518960
Language: EN, FR, DE, ES & NL

Introduction to Applied Linear Algebra Book Review:

A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.

Exercises in Numerical Linear Algebra and Matrix Factorizations

Exercises in Numerical Linear Algebra and Matrix Factorizations
Author: Tom Lyche,Georg Muntingh,Øyvind Ryan
Publsiher: Springer
Total Pages: 265
Release: 2020-11-03
ISBN 10: 9783030597887
ISBN 13: 3030597881
Language: EN, FR, DE, ES & NL

Exercises in Numerical Linear Algebra and Matrix Factorizations Book Review:

To put the world of linear algebra to advanced use, it is not enough to merely understand the theory; there is a significant gap between the theory of linear algebra and its myriad expressions in nearly every computational domain. To bridge this gap, it is essential to process the theory by solving many exercises, thus obtaining a firmer grasp of its diverse applications. Similarly, from a theoretical perspective, diving into the literature on advanced linear algebra often reveals more and more topics that are deferred to exercises instead of being treated in the main text. As exercises grow more complex and numerous, it becomes increasingly important to provide supporting material and guidelines on how to solve them, supporting students’ learning process. This book provides precisely this type of supporting material for the textbook “Numerical Linear Algebra and Matrix Factorizations,” published as Vol. 22 of Springer’s Texts in Computational Science and Engineering series. Instead of omitting details or merely providing rough outlines, this book offers detailed proofs, and connects the solutions to the corresponding results in the textbook. For the algorithmic exercises the utmost level of detail is provided in the form of MATLAB implementations. Both the textbook and solutions are self-contained. This book and the textbook are of similar length, demonstrating that solutions should not be considered a minor aspect when learning at advanced levels.

Numerical Linear Algebra

Numerical Linear Algebra
Author: Holger Wendland
Publsiher: Cambridge University Press
Total Pages: 418
Release: 2017-11-30
ISBN 10: 1107147131
ISBN 13: 9781107147133
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra Book Review:

This self-contained introduction to numerical linear algebra provides a comprehensive, yet concise, overview of the subject. It includes standard material such as direct methods for solving linear systems and least-squares problems, error, stability and conditioning, basic iterative methods and the calculation of eigenvalues. Later chapters cover more advanced material, such as Krylov subspace methods, multigrid methods, domain decomposition methods, multipole expansions, hierarchical matrices and compressed sensing. The book provides rigorous mathematical proofs throughout, and gives algorithms in general-purpose language-independent form. Requiring only a solid knowledge in linear algebra and basic analysis, this book will be useful for applied mathematicians, engineers, computer scientists, and all those interested in efficiently solving linear problems.

NUMERICAL LINEAR ALGEBRA AND APPLICATIONS

NUMERICAL LINEAR ALGEBRA AND APPLICATIONS
Author: BISWA NATH. DATTA
Publsiher: Unknown
Total Pages: 329
Release: 2014
ISBN 10: 9788120346833
ISBN 13: 8120346831
Language: EN, FR, DE, ES & NL

NUMERICAL LINEAR ALGEBRA AND APPLICATIONS Book Review:

Numerical Linear Algebra

Numerical Linear Algebra
Author: Lloyd N. Trefethen,David Bau, III
Publsiher: SIAM
Total Pages: 361
Release: 1997-01-01
ISBN 10: 9780898719574
ISBN 13: 0898719577
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra Book Review:

A concise, insightful, and elegant introduction to the field of numerical linear algebra. Designed for use as a stand-alone textbook in a one-semester, graduate-level course in the topic, it has already been class-tested by MIT and Cornell graduate students from all fields of mathematics, engineering, and the physical sciences. The authors' clear, inviting style and evident love of the field, along with their eloquent presentation of the most fundamental ideas in numerical linear algebra, make it popular with teachers and students alike.

Numerical Linear Algebra

Numerical Linear Algebra
Author: William Layton,Myron Mike Sussman
Publsiher: World Scientific
Total Pages: 276
Release: 2020-07-14
ISBN 10: 9811223912
ISBN 13: 9789811223914
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra Book Review:

Many students come to numerical linear algebra from science and engineering seeking modern tools and an understanding of how the tools work and their limitations. Often their backgrounds and experience are extensive in applications of numerical methods but limited in abstract mathematics and matrix theory. Often enough it is limited to multivariable calculus, basic differential equations and methods of applied mathematics. This book introduces modern tools of numerical linear algebra based on this background, heavy in applied analysis but light in matrix canonical forms and their algebraic properties. Each topic is presented as algorithmic ideas and through a foundation based on mostly applied analysis. By picking a path through the book appropriate for the level, it has been used for both senior level undergraduates and beginning graduate classes with students from diverse fields and backgrounds.

Numerical Linear Algebra

Numerical Linear Algebra
Author: Grégoire Allaire,Sidi Mahmoud Kaber
Publsiher: Springer Science & Business Media
Total Pages: 271
Release: 2008-12-17
ISBN 10: 9780387689180
ISBN 13: 0387689184
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra Book Review:

This book distinguishes itself from the many other textbooks on the topic of linear algebra by including mathematical and computational chapters along with examples and exercises with Matlab. In recent years, the use of computers in many areas of engineering and science has made it essential for students to get training in numerical methods and computer programming. Here, the authors use both Matlab and SciLab software as well as covering core standard material. It is intended for libraries; scientists and researchers; pharmaceutical industry.

Numerical Linear Algebra and Its Applications

Numerical Linear Algebra and Its Applications
Author: Xiao-Qing Jin,Yi-min Wei
Publsiher: Alpha Science International Limited
Total Pages: 186
Release: 2012-01-01
ISBN 10: 9781842657164
ISBN 13: 184265716X
Language: EN, FR, DE, ES & NL

Numerical Linear Algebra and Its Applications Book Review:

Numerical linear algebra, also called matrix computation, has been a center of scientific and engineering computing since 1946. Most of problems in science and engineering finally become problems in matrix computations. This book gives an elementary introduction to matrix comp utation and it also includes some new results obtained in recent years. This book consists of nine chapters. It includes the Gaussian elimination, classical iterative methods and Krylov subspace methods for solving linear systems; the perturbation analysis of linear systems; the rounding error analysis of elimination; the orthogonal decompositions for solving linear least squares problem; and some classical methods for eigen-problems. In the last chapter, a brief survey of the latest developments in using boundary value methods for solving initial value problems of ordinary differential equations is given. This is a textbook for the senior students majoring in scientific computing and information science. It will be also useful to all who teach or study the subject.