Advanced Linear and Matrix Algebra
Nathaniel Johnston
ISBN 10: 3030528170 ISBN 13: 9783030528171
Editore: Springer Nature Switzerland AG, 2022
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2022. 1st ed. 2021. Paperback. . . . . . Books ship from the US and Ireland. Codice articolo V9783030528171
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Titolo: Advanced Linear and Matrix Algebra
Casa editrice: Springer Nature Switzerland AG
Data di pubblicazione: 2022
Legatura: Brossura
Condizione: New
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Advanced Linear and Matrix Alg
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ADVANCED LINEAR & MATRIX ALGEBRA
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Advanced Linear and Matrix Algebra
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ADVANCED LINEAR AND MATRIX ALGEBRA
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Advanced Linear and Matrix Algebra
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Springer International Publishing Mai 2022, 2022
ISBN 10: 3030528170
ISBN 13: 9783030528171
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This textbook emphasizes the interplay between algebra and geometry to motivate the study of advanced linear algebra techniques. Matrices and linear transformations are presented as two sides of the same coin, with their connection motivating inquiry throughout the book. Building on a first course in linear algebra, this book offers readers a deeper understanding of abstract structures, matrix decompositions, multilinearity, and tensors. Concepts draw on concrete examples throughout, offering accessible pathways to advanced techniques.Beginning with a study of vector spaces that includes coordinates, isomorphisms, orthogonality, and projections, the book goes on to focus on matrix decompositions. Numerous decompositions are explored, including the Shur, spectral, singular value, and Jordan decompositions. In each case, the author ties the new technique back to familiar ones, to create a coherent set of tools. Tensors and multilinearity complete the book, with a study of the Kronecker product, multilinear transformations, and tensor products. Throughout, 'Extra Topic' sections augment the core content with a wide range of ideas and applications, from the QR and Cholesky decompositions, to matrix-valued linear maps and semidefinite programming. Exercises of all levels accompany each section.Advanced Linear and Matrix Algebra offers students of mathematics, data analysis, and beyond the essential tools and concepts needed for further study. The engaging color presentation and frequent marginal notes showcase the author's visual approach. A first course in proof-based linear algebra is assumed. An ideal preparation can be found in the author's companion volume, Introduction to Linear and Matrix Algebra. 512 pp. Englisch. Codice articolo 9783030528171
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Advanced Linear and Matrix Algebra
Editore:
Springer International Publishing, 2022
ISBN 10: 3030528170
ISBN 13: 9783030528171
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Da: AHA-BUCH GmbH, Einbeck, Germania
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This textbook emphasizes the interplay between algebra and geometry to motivate the study of advanced linear algebra techniques. Matrices and linear transformations are presented as two sides of the same coin, with their connection motivating inquiry throughout the book. Building on a first course in linear algebra, this book offers readers a deeper understanding of abstract structures, matrix decompositions, multilinearity, and tensors. Concepts draw on concrete examples throughout, offering accessible pathways to advanced techniques.Beginning with a study of vector spaces that includes coordinates, isomorphisms, orthogonality, and projections, the book goes on to focus on matrix decompositions. Numerous decompositions are explored, including the Shur, spectral, singular value, and Jordan decompositions. In each case, the author ties the new technique back to familiar ones, to create a coherent set of tools. Tensors and multilinearity complete the book, with a study of the Kronecker product, multilinear transformations, and tensor products. Throughout, 'Extra Topic' sections augment the core content with a wide range of ideas and applications, from the QR and Cholesky decompositions, to matrix-valued linear maps and semidefinite programming. Exercises of all levels accompany each section.Advanced Linear and Matrix Algebra offers students of mathematics, data analysis, and beyond the essential tools and concepts needed for further study. The engaging color presentation and frequent marginal notes showcase the author's visual approach. A first course in proof-based linear algebra is assumed. An ideal preparation can be found in the author's companion volume, Introduction to Linear and Matrix Algebra. Codice articolo 9783030528171
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Advanced Linear and Matrix Algebra
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Advanced Linear and Matrix Algebra
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Advanced Linear and Matrix Algebra
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Advanced Linear and Matrix Algebra
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