Numerical Linear Algebra and Applications, Second Edition by Biswa Nath Datta
Numerical Linear Algebra and Applications, Second Edition by Biswa Nath Datta PDF, ePub eBook D0wnl0ad
This second edition of the author s acclaimed textbook covers 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.
Important features of the original edition have been updated and improved. 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 MATCOM contains implementations of the major algorithms associated with the book and enables students to study different algorithms for the same problem, comparing efficiency, stability, and accuracy. Additional online content includes appendices containing MATLAB codes and the MATCOM toolkit solutions to selected problems as well as an extra chapter on special topics.
The topics of generalized and quadratic eigenvalue problems, which arise in practical engineering applications, are described in great detail. This feature, along with an important overview of Krylov subspace methods and an extensively updated bibliography, enhances the book s value as a reference for both engineers and students.
Audience: This book is intended for undergraduate and graduate students in applied and computational mathematics, scientific computing, computer science, financial mathematics, actuarial sciences, and electrical and mechanical engineering. It will also appeal to researchers in mathematics, computer science, physics, chemistry, biology, economics, statistics, and aerospace, electrical, mechanical, and chemical engineering as well as practicing engineers and industrial mathematicians.
Contents: Preface; Chapter 1: Linear Algebra Problems, Their Importance, and Computational Difficulties; Chapter 2: A Review of Some Required Concepts from Core Linear Algebra; Chapter 3: Floating Point Numbers and Errors in Computations; Chapter 4: Stability of Algorithms and Conditioning of Problems; Chapter 5: Gaussian Elimination and LU Factorization; Chapter 6: Numerical Solutions of Linear Systems; Chapter 7: QR Factorization, Singular Value Decomposition, and Projections; Chapter 8: Least-Squares Solutions to Linear Systems; Chapter 9: Numerical Matrix Eigenvalue Problems; Chapter 10: Numerical Symmetric Eigenvalue Problem and Singular Value Decomposition; Chapter 11: Generalized and Quadratic Eigenvalue Problems; Chapter 12: Iterative Methods for Large and Sparse Problems: An Overview; Chapter 13: Key Terms in Numerical Linear Algebra; Bibliography; Index
From reader reviews:
Jeff Williams:
In this 21st centuries, people become competitive in each way. By being competitive today, people have do something to make all of them survives, being in the middle of the particular crowded place and notice by means of surrounding. One thing that sometimes many people have underestimated the item for a while is reading. Yep, by reading a e-book your ability to survive enhance then having chance to stand than other is high. For you personally who want to start reading the book, we give you this specific Numerical Linear Algebra and Applications, Second Edition book as nice and daily reading reserve. Why, because this book is greater than just a book.
Donald Labelle:
A lot of guide has printed but it is unique. You can get it by world wide web on social media. You can choose the best book for you, science, comedian, novel, or whatever by simply searching from it. It is named of book Numerical Linear Algebra and Applications, Second Edition. Contain your knowledge by it. Without leaving the printed book, it can add your knowledge and make you actually happier to read. It is most crucial that, you must aware about e-book. It can bring you from one spot to other place.
Brandy Anderson:
Reading a reserve make you to get more knowledge from this. You can take knowledge and information coming from a book. Book is prepared or printed or descriptive from each source this filled update of news. With this modern era like now, many ways to get information are available for you actually. From media social like newspaper, magazines, science reserve, encyclopedia, reference book, novel and comic. You can add your knowledge by that book. Isn't it time to spend your spare time to spread out your book? Or just in search of the Numerical Linear Algebra and Applications, Second Edition when you essential it?
Read Numerical Linear Algebra and Applications, Second Edition by Biswa Nath Datta for online ebook
Numerical Linear Algebra and Applications, Second Edition by Biswa Nath Datta Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Numerical Linear Algebra and Applications, Second Edition by Biswa Nath Datta books to read online.
Comments
Post a Comment