Linear algebra : Pure & applied

This book offers a matrix-oriented approach to linear algebra, covering both introductory and advanced topics such as the pseudoinverse and singular value decomposition. It begins with the geometry of Euclidean 3-space to ground key concepts in a tangible context. While maintaining mathematical rigo...

Fuld beskrivelse

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Bibliografiske detaljer
Hovedforfatter: Goodaire, Edgar G.
Format: Bog
Sprog:Vietnamese
Udgivet: Singapore World Scientific Publishing Company 2014
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Thư viện lưu trữ: Thư viện Trường Đại học Nam Cần Thơ
Beskrivelse
Summary:This book offers a matrix-oriented approach to linear algebra, covering both introductory and advanced topics such as the pseudoinverse and singular value decomposition. It begins with the geometry of Euclidean 3-space to ground key concepts in a tangible context. While maintaining mathematical rigor, the focus on matrices and systems like Ax = b keeps the material accessible and practical. Applications play a central role, featuring examples from coding theory, least squares, electric circuits, Markov chains, and computer graphics.
Fysisk beskrivelse:xvi, 716 p. ill. 24cm
Bibliografi:Includes bibliographical references and index
ISBN:9789814508377