0701 - 專題:高等線代
Advanced Linear Algebra
教育目標 Course Target
本課程是必修線性代數(一)(二)的延伸進階課程。線性代數是處理多變量問題的基礎工具,在理論分析或數值計算的層面上都是。本課程教授的對象是:
1. 計劃往量子計算相關領域學習的同學(本課程是『量子計算與量子資訊』的預備課程);
2. 計劃進入數學或工程研究所的同學;
以上兩類同學建議修本課程。
本課程的學習目標是:
0. 快速複習並整合線性代數(一)(二)的內容: 線性方程式與矩陣、行列式、特徵值;
1. 學習向量空間、線性算子與矩陣表示;
2. 學習內積空間;
3. 學習線性算子的分解與標準形;
This course is an extended and advanced course for the compulsory linear algebra (I) and (II). Linear algebra is a basic tool for dealing with multi-variable problems, either at the level of theoretical analysis or numerical calculations. This course teaches:
1. Students who plan to study in fields related to quantum computing (this course is a preparatory course for "Quantum Computing and Quantum Information");
2. Students who plan to enter graduate school in mathematics or engineering;
The above two types of students are recommended to take this course.
The learning objectives of this course are:
0. Quickly review and integrate the content of linear algebra (1) (2): linear equations, matrices, determinants, and eigenvalues;
1. Learn vector spaces, linear operators and matrix representations;
2. Learn the inner product space;
3. Learn the decomposition and standard form of linear operators;
參考書目 Reference Books
1. 線性代數, 陳福坤 編譯, 2021, 高立書局。(以下參考書籍2.之中譯本)。
2. Elementary Linear Algebra, Applications Version, 12/e, Howard Anton, Chris Rorres, Anton Kaul, 2019.
1. Linear Algebra, compiled by Chen Fukun, 2021, Gao Li Book Company. (The following refers to book 2. Chinese translation).
2. Elementary Linear Algebra, Applications Version, 12/e, Howard Anton, Chris Rorres, Anton Kaul, 2019.
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
作業 Homework |
30 | 每週依教學進度指派習題,繳交後由教師給成績。 |
|
考試 exam |
70 | 期中考35%、期末考35%. |
授課大綱 Course Plan
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相似課程 Related Courses
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 0701
- 學分 Credit: 0-3
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上課時間 Course Time:Monday/6,7,Thursday/7[ST529]
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授課教師 Teacher:楊智烜
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修課班級 Class:應數系2-4
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選課備註 Memo:限線性代數(一)和線性代數(二)達C-可修。
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