8108 - 線性代數 英授 Taught in English

Linear Algebra

教育目標 Course Target

1. To help students realize the beauty of Linear Algebra in the following facets:
(i) Visualization: Combination of vectors
(ii) Abstraction: Independence of vectors
(iii) Computation: Elimination to produce zero entries.
(iv) Application: Least-squares solution, difference equations, and Markov probability matrices, etc.
2. To enforce the mathematical capability on how to analyze and solve the engineering problems with which the students may face in the future.
3. For part of students, they may want to join the EE-related fields or route to other research area after the graduation from computer science department, this course may provide an alternative background training for their mathematical needs.

1. To help students realize the beauty of Linear Algebra in the following facets:
(i) Visualization: Combination of vectors
(ii) Abstract: Independence of vectors
(iii) Computation: Elimination to produce zero entries.
(iv) Application: Least-squares solution, difference equations, and Markov probability matrices, etc.
2. To enforce the mathematical capability on how to analyze and solve the engineering problems with which the students may face in the future.
3. For part of students, they may want to join the EE-related fields or route to other research area after the graduation from computer science department, this course may provide an alternative background training for their mathematical needs.

課程概述 Course Description

本課程藉由瞭解線性聯立方程式的過程,介紹各項向量與矩陣的運算,並建立向量空間的概念。從靜態與動態的觀點,解析相關之線性轉換與相關之矩陣代表式和更換基底與如何選取好的基底之運算。為使同學們深入瞭解各項理論與運算,在課堂上會介紹線性代數在工程、資訊、經濟、生物等之運用實例。

This course introduces the calculation of each vector and matrix by understanding the process of linear cubes, and establishes the concept of vector space. From the perspective of static and dynamic, analyze the related linear conversion and related matrix representation and the calculation of changing the substrate and how to choose a good substrate. In order to enable students to understand various theoretical and computing in depth, examples of linear aging in engineering, information, economy, biology, etc. will be introduced in the classroom.

參考書目 Reference Books

Textbook: Linear Algebra and Its Applications
Author: G. Strang
出版社: 歐亞書局公司代理
ISBN: 0-534-422004

Textbook: Linear Algebra and Its Applications
Author: G. Strang
Publisher: European Books Agency Company Agent
ISBN: 0-534-422004

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
Mid-term examination
Mid-term examination
40 期中考
Final examination
Final examination
40 期末考
Exercises
Exercises
20 習題作業

授課大綱 Course Plan

點擊下方連結查看詳細授課大綱
Click the link below to view the detailed course plan

查看授課大綱 View Course Plan

相似課程 Related Courses

課程代碼
Course Code
課程名稱
Course Name
授課教師
Instructor
時間地點
Time & Room
學分
Credits
操作
Actions
必修-0783
應數系1 潘青岳 一/8,9,三/8,9[ST520] 0-3 詳細資訊 Details
必修-1145
資工系資電組2 黃宜豊 一/3,4[C118] 三/4[C119] 0-3 詳細資訊 Details
必修-1154
資工系軟工組2 黃宜豊 二/3,4,三/3[C119] 0-3 詳細資訊 Details
必修-1745
統計系1A 蘇俊隆 四/4,8[M117] 三/3,4[M119] 0-3 詳細資訊 Details
必修-1750
統計系1B 蘇俊隆 三/6,7,五/1[M116] 四/3[M119] 0-3 詳細資訊 Details
必修-4919
逢甲大學 外校教師 0-3 詳細資訊 Details

課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 8108
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Wednesday/11,12,13[C119]
  • 授課教師 Teacher:
    江輔政
  • 修課班級 Class:
    資工系2
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 29 人

交換生/外籍生選課登記

請點選上方按鈕加入登記清單,再等候任課教師審核。
Add this class to your wishlist by clicking the button above.