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Numerical Matrix Analysis: Linear Systems And Least Squares - Softcover

 
9789386235381: Numerical Matrix Analysis: Linear Systems And Least Squares

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Ipsen Ilse C. F.
Published by Orient BlackSwan, 2017
ISBN 10: 9386235382 ISBN 13: 9789386235381
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Seller: Majestic Books, Hounslow, United Kingdom

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Condition: New. pp. 144. Seller Inventory # 370474524

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Ilse C. F. Ipsen
Published by Universities Press, 2017
ISBN 10: 9386235382 ISBN 13: 9789386235381
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Seller: Vedams eBooks (P) Ltd, New Delhi, India

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Soft cover. Condition: New. 1st Edition. Contents: Preface. Introduction. 1 Matrices. 2 Sensitivity, Errors, and Norms. 3 Linear Systems. 4 Singular Value Decomposition. 5 Least Squares Problems. 6 Subspaces. Index. 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 readersÕ understanding of two phenomena: sensitivity of linear systems and least squares problems, and numerical stability of algorithms. This book differs from other numerical linear algebra texts by offering 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. 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. Seller Inventory # 124095

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Ilse C. F. Ipsen
Published by Orient Blackswan, 2017
ISBN 10: 9386235382 ISBN 13: 9789386235381
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N.A. Condition: New. ISBN:9789386235381 N.A. Seller Inventory # 2366484

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