1# Library to Find Best eBook for Read
Author : James W. Demmel
Release : 1997-08-01
Genre : Mathematics
Kind : eBook
Book Rating : 897/5 ( reviews)
Book Synopsis Applied Numerical Linear Algebra by : James W. Demmel
Download or read book Applied Numerical Linear Algebra written by James W. Demmel. This book was released on 1997-08-01. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive textbook is designed for first-year graduate students from a variety of engineering and scientific disciplines.
Author : William W. Hager
Release : 2022-01-21
Genre : Mathematics
Kind : eBook
Book Rating : 863/5 ( reviews)
Book Synopsis Applied Numerical Linear Algebra by : William W. Hager
Download or read book Applied Numerical Linear Algebra written by William W. Hager. This book was released on 2022-01-21. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces numerical issues that arise in linear algebra and its applications. It touches on a wide range of techniques, including direct and iterative methods, orthogonal factorizations, least squares, eigenproblems, and nonlinear equations. Detailed explanations on a wide range of topics from condition numbers to singular value decomposition are provided, as well as material on nonlinear and linear systems. Numerical examples, often based on discretizations of boundary-value problems, are used to illustrate concepts. Exercises with detailed solutions are provided at the end of the book, and supplementary material and updates are available online. This Classics edition is appropriate for junior and senior undergraduate students and beginning graduate students in courses such as advanced numerical analysis, special topics on numerical analysis, topics on data science, topics on numerical optimization, and topics on approximation theory.
Author : Biswa Nath Datta
Release : 2010-01-01
Genre : Mathematics
Kind : eBook
Book Rating : 655/5 ( reviews)
Book Synopsis Numerical Linear Algebra and Applications by : Biswa Nath Datta
Download or read book Numerical Linear Algebra and Applications written by Biswa Nath Datta. This book was released on 2010-01-01. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Holger Wendland
Release : 2018
Genre : Computers
Kind : eBook
Book Rating : 131/5 ( reviews)
Book Synopsis Numerical Linear Algebra by : Holger Wendland
Download or read book Numerical Linear Algebra written by Holger Wendland. This book was released on 2018. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Stephen Boyd
Release : 2018-06-07
Genre : Business & Economics
Kind : eBook
Book Rating : 965/5 ( reviews)
Book Synopsis Introduction to Applied Linear Algebra by : Stephen Boyd
Download or read book Introduction to Applied Linear Algebra written by Stephen Boyd. This book was released on 2018-06-07. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.
