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Numerical Matrix Analysis: Linear Systems and Least Squares Summary:By Ilse C. F. Ipsen
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.
This book differs in several ways from other numerical linear algebra texts. It offers a systematic development of numerical conditioning; a simplified concept of numerical stability in exact arithmetic; simple derivations; a high-level view of algorithms; and results for complex matrices. 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.
Audience: 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.
Contents: Preface Introduction Chapter 1: Matrices Index password: gigaxkwb Please select one mirror to download
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Sponsored LinksNumerical Matrix Analysis: Linear Systems and Least Squares Keywordsnumerical chapter linear algorithms stability systems problems offers conditioning matrix exercises sensitivity matrices squares analysis mathematics first year intended audience challenging numerical conditioning numerical stability linear systems matrix analysis readers understanding phenomena sensitivity squares problems linear algebra simplified concept systematic developmentNumerical Matrix Analysis: Linear Systems and Least Squares download copyrightThis site does not store Numerical Matrix Analysis: Linear Systems and Least Squares on its server. We only index and link to Numerical Matrix Analysis: Linear Systems and Least Squares provided by other sites. Please contact the content providers to delete Numerical Matrix Analysis: Linear Systems and Least Squares if any and email us, we'll remove relevant links or contents immediately. |
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