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Linear Algebra I: Basic Concepts

Name: Linear Algebra I: Basic Concepts
Brand: World Scientific Publishing Co Pte Ltd
SKU: 38996539
Price: 98.48 EUR
Availability: InStock
Author: Masaaki Sugihara
ISBN: 9789811257025

Masaaki Sugihara

Língua

Inglês

Livro Livro de capa dura

Código Libristo: 38996539

Editoras World Scientific Publishing Co Pte Ltd, agosto 2022

This is the first volume of the two-volume book on linear algebra, in the University of Tokyo (UToky... Descrição completa

Código Libristo: 38996539

239 b

98.48 €

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This is the first volume of the two-volume book on linear algebra, in the University of Tokyo (UTokyo) Engineering Course.

The objective of this volume is to present, from the engineering viewpoint, the standard mathematical results in linear algebra such as those on systems of equations and eigenvalue problems. In addition to giving mathematical theorems and formulas, it explains how the mathematical concepts such as rank, eigenvalues, and singular values are linked to engineering applications and numerical computations.

In particular, the following four aspects are emphasized.

How matrices arise (discretization of differential equations, description of system structures, description of transition probability)
What kinds of matrices arise (sparse matrices, positive definite matrices, diagonally-dominant matrices, nonnegative matrices, integer matrices, polynomial matrices)
What characteristics we are interested in (rank, eigenvalues, singular values, positive definiteness)
How we can compute (expansion formulas of determinants, elementary transformation, estimates of eigenvalues)