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Numerical Linear Algebra with Applications - Using MATLAB (Hardcover, New)
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Numerical Linear Algebra with Applications - Using MATLAB (Hardcover, New)
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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.
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