一、課程基本資料 Course Information | ||||||||||||||||||||||||||||||||||||||||
科目名稱 Course Title: (中文)線性代數B組 (英文)LINEAR ALGEBRA |
開課學期 Semester:110學年度第2學期 開課班級 Class:數學一 |
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授課教師 Instructor:張秀瑜 CHANG, SHIOW-YU | ||||||||||||||||||||||||||||||||||||||||
科目代碼 Course Code:BMA10502 | 單全學期 Semester/Year:全 | 分組組別 Section:B組 | ||||||||||||||||||||||||||||||||||||||
人數限制 Class Size: | 必選修別 Required/Elective:必 | 學分數 Credit(s):3 | ||||||||||||||||||||||||||||||||||||||
星期節次 Day/Session: 三34雙 五34 | 前次異動時間 Time Last Edited:111年05月25日17時36分 | |||||||||||||||||||||||||||||||||||||||
數學系基本能力指標 Basic Ability Index | ||||||||||||||||||||||||||||||||||||||||
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二、指定教科書及參考資料 Textbooks and Reference (請修課同學遵守智慧財產權,不得非法影印) |
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●指定教科書 Required Texts David C. Lay, Steven R. Lay, Judi J. McDonald, Linear Algebra and Its Applications, 5th edition, ●參考書資料暨網路資源 Reference Books and Online Resources H. Anton and C. Rorres, Elementary Linear Algebra with Supplemental Applications, 12th edition, | ||||||||||||||||||||||||||||||||||||||||
三、教學目標 Objectives | ||||||||||||||||||||||||||||||||||||||||
本課程的主要目標是幫助學生掌握線性代數的基本概念和技能,這些線性代數將在以後的其他課程或職業中使用。 | ||||||||||||||||||||||||||||||||||||||||
The main goal of the course is to help students master the basic concepts and skills of linear algebra they will use later in their other courses or careers. | ||||||||||||||||||||||||||||||||||||||||
四、課程內容 Course Description | ||||||||||||||||||||||||||||||||||||||||
●整體敘述 Overall Description CHAPTER 4 Vector Spaces 4.1 Vector Spaces and Subspaces 4.2 Null Spaces, Column Spaces, and Linear Transformations 4.3 Linearly Independent Sets; Bases 4.4 Coordinate Systems 4.5 The Dimension of a Vector Space 4.6 Rank 4.7 Change of Basis Chapter 5 Eigenvalues and Eigenvectors 5.1 Eigenvalues and Eigenvectors 5.2 The Characteristic Equation 5.3 Diagonalization 5.4 Eigenvectors and linear Transformations 5.5 Complex Eigenvalues 5.6 Discrete Dynamical Systems 5.7 Applications to Differential Equations 5.8 Iterative Estimates for Eigenvalues Chapter 6 Orthogonality and Least Squares 6.1 Inner Product, Length, and Orthogonality 6.2 Orthogonal Sets 6.3 Orthogonal Projections 6.4 The Gram-Schmidt Process 6.5 Least-Square Problems 6.6 Applications to Linear Models 6.7 Inner Product Spaces Chapter 7 Symmetric Matrices and Quadratic Forms 7.1 Diagonalization of Symmetric Matrices 7.2 Quadratic Optimization 7.3 Constrained Optimization |
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●分週敘述 Weekly Schedule |
五、考評及成績核算方式 Grading | ||||||||||||||||||||||||||||
本科目 ☑同意/☐不同意 期末退修 | ||||||||||||||||||||||||||||
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六、授課教師課業輔導時間和聯絡方式 Office Hours And Contact Info | ||||||||||||||||||||||||||||
●課業輔導時間 Office Hour 星期二10:00-12:00 星期四 8:00-10:00 |
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●聯絡方式 Contact Info
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七、教學助理聯絡方式 TA’s Contact Info | |||||||||
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八、建議先修課程 Suggested Prerequisite Course | |||||||||
九、課程其他要求 Other Requirements | |||||||||
十、學校教材上網、數位學習平台及教師個人網址 University’s Web Portal And Teacher's Website | |||||||||
學校教材上網網址 University’s Teaching Material Portal: 東吳大學Moodle數位平台:http://isee.scu.edu.tw |
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學校數位學習平台 University’s Digital Learning Platform: ☐東吳大學Moodle數位平台:http://isee.scu.edu.tw ☐東吳大學Tronclass行動數位平台:https://tronclass.scu.edu.tw | |||||||||
教師個人網址 Teacher's Website: | |||||||||
其他 Others: | |||||||||
十一、計畫表公布後異動說明 Changes Made After Posting Syllabus | |||||||||