Linear Algebra I: Basic Concepts

Häftad, Engelska, 2022

Av Kazuo Murota, Masaaki Sugihara, Japan) Murota, Kazuo (The Institute Of Statistical Mathematics, Japan; The University Of Tokyo, Japan & Kyoto University, Japan & Tokyo Metropolitan University, Japan) Sugihara, Masaaki (The University Of Tokyo, Japan & Nagoya University, MUROTA KAZUO, Murota Kazuo

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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.