107年第2學期-1745 線性代數(二) 課程資訊

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評分方式

評分項目 配分比例 說明
Class attendance and unannounced small quizzes 20
Quizzes and/or Homework assignments 35
Midterm 20
Final 25

選課分析

本課程名額為 70人,已有83 人選讀,尚餘名額-13人。

授課教師

蘇俊隆

教育目標

To gain a solid concept of linear algebra – theories and applications1. Real Vector Spaces (Review) a. Homogeneous Systems b. Coordinates c. Rank of a Matrix 2. Inner Product Spaces a. Inner Product Spaces (Generalized Cases) b. Gram-Schmidt Process c. Orthogonal Complements 3. Eigenvalues and Eigenvectors a. Eigenvalues and Eigenvectors b. Diagonalization and Similar Matrices c. Diagonalization of Symmetric Matrices 4. Spectral Decomposition and Singular Value Decomposition

課程概述

介紹線性代數的理論及其應用

課程資訊

參考書目

Elementary Linear Algebra With Applications by Bernard Kolman & David R. Hill ISBN-13 : 978-0-13-135063-2
Linear Algebra: A Modern Introduction by David Pooles ISBN-13: 978-0538735452
Linear Algebra by Stephen H. Friedberg, Arnold J. Insel, & Lawrence E. Spence ISBN-13: 978-0130084514
Linear Linear Algebra With Applications by Gareth Williams ISBN-13: 978-1449679545
Linear Algebra: An Introduction Richard Bronson by Gabriel B. Costa ISBN-13: 978-0120887842
Elementary Linear Algebra with Applications by Howard Anton & Chris Rorres ISBN-13: 978-0471669593
Linear Algebra by Kenneth & Kunze & Ray Hoffman ISBN-13: 978-8120302709