Linear Algebra with Python (Paperback)

Idioma: inglés

Editorial: Springer Verlag, Singapore, Singapore, 2024

9819929539 / 9789819929535

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Librería: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller

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Vendedor de IberLibro desde 22 de junio de 2007

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Descripción del artículo del vendedor

Paperback. This textbook is for those who want to learn linear algebra from the basics. After a brief mathematical introduction, it provides the standard curriculum of linear algebra based on an abstract linear space. It covers, among other aspects: linear mappings and their matrix representations, basis, and dimension; matrix invariants, inner products, and norms; eigenvalues and eigenvectors; and Jordan normal forms. Detailed and self-contained proofs as well as descriptions are given for all theorems, formulas, and algorithms.A unified overview of linear structures is presented by developing linear algebra from the perspective of functional analysis. Advanced topics such as function space are taken up, along with Fourier analysis, the PerronFrobenius theorem, linear differential equations, the state transition matrix and the generalized inverse matrix, singular value decomposition, tensor products, and linear regression models. These all provide a bridge to more specialized theories based on linear algebra in mathematics, physics, engineering, economics, and social sciences.Python is used throughout the book to explain linear algebra. Learning with Python interactively, readers will naturally become accustomed to Python coding. By using Pythons libraries NumPy, Matplotlib, VPython, and SymPy, readers can easily perform large-scale matrix calculations, visualization of calculation results, and symbolic computations. All the codes in this book can be executed on both Windows and macOS and also on Raspberry Pi. Advanced topics such as function space are taken up, along with Fourier analysis, the PerronFrobenius theorem, linear differential equations, the state transition matrix and the generalized inverse matrix, singular value decomposition, tensor products, and linear regression models. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

N° de ref. del artículo 9789819929535

Título
Linear Algebra with Python (Paperback)
Autor
Makoto Tsukada
Editorial
Springer Verlag, Singapore, Singapore
Año de publicación
2024
Estado
new
Encuadernación
Paperback
Idioma
inglés
ISBN 10
9819929539
ISBN 13
9789819929535

AussieBookSeller

Truganina, VIC, Australia

Vendedor de 5 estrellas

Vendedor de IberLibro desde 22 de junio de 2007

Tarifas de envío de Australia a Estados Unidos de America

ArtículoDe 25 a 45 días hábilesDe 8 a 14 días hábiles
Primer artículoEUR 33,00EUR 39,24
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The Nile Group Pty Ltd

42 Apex Drive
Truganina, VIC Australia 3029