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Více informací o knize Advanced Linear and Matrix Algebra

• Parametry knihy
• Anotace
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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Algebra

• Plný název: Advanced Linear and Matrix Algebra
• Autor: Nathaniel Johnston
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 494
• EAN: 9783030528171
• ID: 39202942
• Nakladatelství: Springer Nature Switzerland AG
• Hmotnost: 954 g
• Rozměry: 177 × 252 × 35 mm
• Datum vydání: 21. May 2022

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