Ipsen, Ilse C. F. <br/><br/>
Numerical matrix analysis :  linear systems and least squares / 
Ilse C. F. Ipsen 
 - India  University Press  2009 
 - 128 p. 
<br/><br/> This self-contained textbook presents matrix analysis in the context of numerical computation with numerical conditioning of problems and numerical stability of algorithms at the forefront. Using a unique combination of numerical insight and mathematical rigor, it advances readers understanding of two phenomena: sensitivity of linear systems and least squares problems, and numerical stability of algorithms.&Nbsp; this book differs from other numerical linear algebra texts by offering<br/><br/>A systematic development of numerical conditioning,<br/>A simplified concept of numerical stability in exact Arithmetic,<br/>simple derivations,<br/><br/>A high-level view of algorithms, and results for complex matrices.<br/>The material is presented at a basic level, emphasizing ideas and intuition, and each Chapter offers simple exercises for use in the classroom and more challenging exercises for student practice.<br/>This book is intended for first-year graduate students in Engineering, operations research, computational Science, and all areas of Mathematics. It also is appropriate for self-study. 
<br/><br/><label>ISBN: </label>9789386235381 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Matrices<br/>Least squares<br/>Linear systems
<br/><br/><label>Dewey Class. No.: </label>511.42 IPS-I