Matrix And Linear Algebra Aided With Matlab PDF Download
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| Author | : Datta, Kanti Bhushan |
| Publisher | : PHI Learning Pvt. Ltd. |
| Total Pages | : 666 |
| Release | : 2008-07-30 |
| Genre | : Mathematics |
| ISBN | : 8120336186 |
Download Matrix And Linear Algebra, Edition 2 Book in PDF, ePub and Kindle
The present book, renamed Matrix and Linear Algebra: Aided with MATLAB, is a completely re-organized, thoroughly revised and fully updated version of the author’s earlier book Matrix and Linear Algebra. This second edition of the well-received textbook, propelled by the motivation of introducing MATLAB for the study of the numerical aspect of matrix theory, has been developed after taking into account the recent changes in university syllabi, additional pedagogic features needed, as well as the latest developments in the subject areas of Matrix Algebra and Linear Algebra. The use of MATLAB macros throughout the book is the most interesting feature of this edition. Besides, the second edition significantly improves the coverage of all major topics in the two allied subject areas, such as the topics on matrices, determinants, vector spaces, bilinear transformations, and numerical techniques, that were presented in the first edition. New to the Second Edition Sections on MATLAB operations (at the end of most chapters) Square root, sine, cosine, and logarithm of a matrix Solution of vector-matrix differential equations Extensively revised presentation of a section on decomposition of root subspaces Enhanced discussion of many existing topics Increased numbers of chapter-end problems and worked-out examples Many redrawn figures for greater clarity An exhaustive Solutions Manual for instructors teaching this subject. The book is highly suitable for undergraduate and postgraduate students of Mathematics, Statistics, and all engineering disciplines. It will also be a useful reference for researchers and professionals in these fields.
| Author | : Kanti Bhushan Datta |
| Publisher | : PHI Learning Pvt. Ltd. |
| Total Pages | : 717 |
| Release | : 2016-12-01 |
| Genre | : Mathematics |
| ISBN | : 8120352866 |
Download MATRIX AND LINEAR ALGEBRA AIDED WITH MATLAB Book in PDF, ePub and Kindle
With the inclusion of applications of singular value decomposition (SVD) and principal component analysis (PCA) to image compression and data analysis, this edition provides a strong foundation of linear algebra needed for a higher study in signal processing. The use of MATLAB in the study of linear algebra for a variety of computational purposes and the programmes provided in this text are the most attractive features of this book which strikingly distinguishes it from the existing linear algebra books needed as pre-requisites for the study of engineering subjects. This book is highly suitable for undergraduate as well as postgraduate students of mathematics, statistics, and all engineering disciplines. The book will also be useful to Ph.D. students for relevant mathematical resources.NEW TO THIS EDITION The Third Edition of this book includes: • Simultaneous diagonalization of two diagonalizable matrices • Comprehensive exposition of SVD with applications in shear analysis in engineering • Polar Decomposition of a matrix • Numerical experimentation with a colour and a black-and-white image compression using MATLAB • PCA methods of data analysis and image compression with a list of MATLAB codes
| Author | : Dingyü Xue |
| Publisher | : Walter de Gruyter GmbH & Co KG |
| Total Pages | : 301 |
| Release | : 2020-03-23 |
| Genre | : Computers |
| ISBN | : 3110666995 |
Download Linear Algebra and Matrix Computations with MATLAB® Book in PDF, ePub and Kindle
This book focuses the solutions of linear algebra and matrix analysis problems, with the exclusive use of MATLAB. The topics include representations, fundamental analysis, transformations of matrices, matrix equation solutions as well as matrix functions. Attempts on matrix and linear algebra applications are also explored.
| Author | : Darald J. Hartfiel |
| Publisher | : CRC Press |
| Total Pages | : 382 |
| Release | : 2017-12-19 |
| Genre | : Mathematics |
| ISBN | : 1482285630 |
Download Matrix Theory and Applications with MATLAB Book in PDF, ePub and Kindle
Designed for use in a second course on linear algebra, Matrix Theory and Applications with MATLAB covers the basics of the subject-from a review of matrix algebra through vector spaces to matrix calculus and unitary similarity-in a presentation that stresses insight, understanding, and applications. Among its most outstanding features is the integration of MATLAB throughout the text. Each chapter includes a MATLAB subsection that discusses the various commands used to do the computations in that section and offers code for the graphics and some algorithms used in the text. All of the material is presented from a matrix point of view with enough rigor for students to learn to compose arguments and proofs and adjust the material to cover other problems. The treatment includes optional subsections covering applications, and the final chapters move beyond basic matrix theory to discuss more advanced topics, such as decompositions, positive definite matrices, graphics, and topology. Filled with illustrations, examples, and exercises that reinforce understanding, Matrix Theory and Applications with MATLAB allows readers to experiment and visualize results in a way that no other text does. Its rigor, use of MATLAB, and focus on applications better prepares them to use the material in their future work and research, to extend the material, and perhaps obtain new results of their own.
| Author | : William Ford |
| Publisher | : Academic Press |
| Total Pages | : 629 |
| Release | : 2014-09-14 |
| Genre | : Mathematics |
| ISBN | : 0123947847 |
Download Numerical Linear Algebra with Applications Book in PDF, ePub and Kindle
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
| Author | : Sohail A. Dianat |
| Publisher | : CRC Press |
| Total Pages | : 374 |
| Release | : 2017-12-19 |
| Genre | : Mathematics |
| ISBN | : 1351834371 |
Download Advanced Linear Algebra for Engineers with MATLAB Book in PDF, ePub and Kindle
Arming readers with both theoretical and practical knowledge, Advanced Linear Algebra for Engineers with MATLAB® provides real-life problems that readers can use to model and solve engineering and scientific problems in fields ranging from signal processing and communications to electromagnetics and social and health sciences. Facilitating a unique understanding of rapidly evolving linear algebra and matrix methods, this book: Outlines the basic concepts and definitions behind matrices, matrix algebra, elementary matrix operations, and matrix partitions, describing their potential use in signal and image processing applications Introduces concepts of determinants, inverses, and their use in solving linear equations that result from electrical and mechanical-type systems Presents special matrices, linear vector spaces, and fundamental principles of orthogonality, using an appropriate blend of abstract and concrete examples and then discussing associated applications to enhance readers’ visualization of presented concepts Discusses linear operators, eigenvalues, and eigenvectors, and explores their use in matrix diagonalization and singular value decomposition Extends presented concepts to define matrix polynomials and compute functions using several well-known methods, such as Sylvester’s expansion and Cayley-Hamilton Introduces state space analysis and modeling techniques for discrete and continuous linear systems, and explores applications in control and electromechanical systems, to provide a complete solution for the state space equation Shows readers how to solve engineering problems using least square, weighted least square, and total least square techniques Offers a rich selection of exercises and MATLAB® assignments that build a platform to enhance readers’ understanding of the material Striking the appropriate balance between theory and real-life applications, this book provides both advanced students and professionals in the field with a valuable reference that they will continually consult.
| Author | : Darald J. Hartfiel |
| Publisher | : CRC Press |
| Total Pages | : 388 |
| Release | : 2000-11-28 |
| Genre | : Mathematics |
| ISBN | : 9781584881087 |
Download Matrix Theory and Applications with MATLAB Book in PDF, ePub and Kindle
Designed for use in a second course on linear algebra, Matrix Theory and Applications with MATLAB covers the basics of the subject-from a review of matrix algebra through vector spaces to matrix calculus and unitary similarity-in a presentation that stresses insight, understanding, and applications. Among its most outstanding features is the integration of MATLAB throughout the text. Each chapter includes a MATLAB subsection that discusses the various commands used to do the computations in that section and offers code for the graphics and some algorithms used in the text. All of the material is presented from a matrix point of view with enough rigor for students to learn to compose arguments and proofs and adjust the material to cover other problems. The treatment includes optional subsections covering applications, and the final chapters move beyond basic matrix theory to discuss more advanced topics, such as decompositions, positive definite matrices, graphics, and topology. Filled with illustrations, examples, and exercises that reinforce understanding, Matrix Theory and Applications with MATLAB allows readers to experiment and visualize results in a way that no other text does. Its rigor, use of MATLAB, and focus on applications better prepares them to use the material in their future work and research, to extend the material, and perhaps obtain new results of their own.
| Author | : Rick L. Smith |
| Publisher | : |
| Total Pages | : 256 |
| Release | : 1997 |
| Genre | : Mathematics |
| ISBN | : |
Download The MATLAB Project Book for Linear Algebra Book in PDF, ePub and Kindle
| Author | : Dingyu Xue |
| Publisher | : de Gruyter |
| Total Pages | : 265 |
| Release | : 2020-05-30 |
| Genre | : |
| ISBN | : 9783110663631 |
Download Linear Algebra and Matrix Computations with MATLAB Book in PDF, ePub and Kindle
The book focused on solving linear algebra practical problems with MATLAB. The input and manipulation of matrices are introduced first, followed by the matrix analysis and transformation problem solutions. Matrix equation solutions, matrix function evaluations, and various linear algebra applications are also demonstrated. With extensive exercises, the book sets up a new viewpoint for the readers in understanding linear algebra problems.
| Author | : George Nakos |
| Publisher | : Walter de Gruyter GmbH & Co KG |
| Total Pages | : 700 |
| Release | : 2024-05-20 |
| Genre | : Mathematics |
| ISBN | : 3111331857 |
Download Elementary Linear Algebra with Applications Book in PDF, ePub and Kindle
This text offers a unique balance of theory and a variety of standard and new applications along with solved technology-aided problems. The book includes the fundamental mathematical theory, as well as a wide range of applications, numerical methods, projects, and technology-assisted problems and solutions in Maple, Mathematica, and MATLAB. Some of the applications are new, some are unique, and some are discussed in an essay. There is a variety of exercises which include True/False questions, questions that require proofs, and questions that require computations. The goal is to provide the student with is a solid foundation of the mathematical theory and an appreciation of some of the important real-life applications. Emphasis is given on geometry, matrix transformations, orthogonality, and least-squares. Designed for maximum flexibility, it is written for a one-semester/two semester course at the sophomore or junior level for students of mathematics or science.
