本課程是由 國立陽明交通大學應用數學系提供。
微積分在物理學、生物學、統計學、天文學、經濟學、資訊科學與財務工程等領域都是相當重要的基礎工具,它同時也是許多課程的先備知識,例如工程數學、微分方程、統計學與金融數學。
微積分甲(二)延續(一)的學習,課程內容包括數列與級數的收斂性與應用,多變數函數的極限、連續性、偏導數、方向導數、梯度與函數的可微分性,也將介紹重積分的計算與應用,最後講述基礎的向量微積分理論。這些內容對於電磁學、流體力學、經濟學等領域中的實際問題分析非常重要,本課程希望能幫助學生建立多變數函數微積分的基本理論與計算技巧,以應用於後續的相關課程和研究。
課程用書:
Stewart, James. Calculus: Early Transcendentals., 8th ed. Cengage Learning, 2015.
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授課教師 | 應用數學系 蘇承芳老師 |
---|---|
課程學分 | 4學分 |
授課年度 | 109學年度 |
授課對象 | 大學部 |
預備知識 | 微積分甲(一) |
課程提供 | 課程影音 課程綱要 |
週次 | 課程內容 | 課程影音 | 課程下載 |
---|---|---|---|
1 | Chapter 8 Sequences, Series, and Power Series Introduction 8.1 Sequences | 線上觀看 | MP4下載 |
2 | 8.1 Sequences 8.2 Series 8.3 The Integral Test | 線上觀看 | MP4下載 |
3 | 8.1-8.3的補充例題 (Other Examples for 8.1-8.3) 8.4 Comparison Tests | 線上觀看 | MP4下載 |
4 | 正項級數斂散性的複習 (Review of the Test for Convergence of Series with Non-negative Terms) 8.5 The Ratio and Root Tests | 線上觀看 | MP4下載 |
5 | 8.6 Alternating Series and Absolute Convergence | 線上觀看 | MP4下載 |
6 | 8.7 Power Series 8.8 Representation of Functions as Power Series(1/2) | 線上觀看 | MP4下載 |
7 | 8.8 Representation of Functions as Power Series(2/2) 8.9 Taylor Series and Maclaurin Series(1/3) | 線上觀看 | MP4下載 |
8 | 8.9 Taylor Series and Maclaurin Series(2/3) | 線上觀看 | MP4下載 |
9 | 8.9 Taylor Series and Maclaurin Series(3/3) | 線上觀看 | MP4下載 |
10 | Rearrangement of Series and Binomial Series | 線上觀看 | MP4下載 |
11 | Chapter 9 Vector and the Geometry of Space 9.1 Vectors in the Plane 9.2 Vectors in Space 9.3 The Dot Product of Two Vectors in Space | 線上觀看 | MP4下載 |
12 | Chapter 10 Vector Functions 10.1 Vector Functions and Space Curves(1/2) | 線上觀看 | MP4下載 |
13 | 10.1 Vector Functions and Space Curves(2/2) 10.2 Differentiation and Integration of Vector Function(1/2) | 線上觀看 | MP4下載 |
14 | 10.2 Differentiation and Integration of Vector Function(2/2) 10.3 Arc Length and Curvature(1/2) | 線上觀看 | MP4下載 |
15 | 10.3 Arc Length and Curvature(2/2) Chapter 11 Partial Derivatives 11.1 Functions of Several Variables 11.2 Limits and Continuity(1/3) | 線上觀看 | MP4下載 |
16 | 11.2 Limits and Continuity(2/3) | 線上觀看 | MP4下載 |
17 | 11.2 Limits and Continuity(3/3) | 線上觀看 | MP4下載 |
18 | 11.3 Partial Derivatives 11.4 Tangent Plane and Linear Approximation(1/2) | 線上觀看 | MP4下載 |
19 | 11.4 Tangent Plane and Linear Approximation(2/2) 11.5 The Chain Rule(1/2) | 線上觀看 | MP4下載 |
20 | 11.5 The Chain Rule(2/2) 11.6 Directional Derivatives and the Gradient Vector(1/3) | 線上觀看 | MP4下載 |
21 | 11.6 Directional Derivatives and the Gradient Vector(2/3) | 線上觀看 | MP4下載 |
22 | 11.6 Directional Derivatives and the Gradient Vector(3/3) 11.7 Maximum and Minimum Values(1/2) | 線上觀看 | MP4下載 |
23 | 11.7 Maximum and Minimum Values(2/2) 11.8 Lagrange Multiplier Method | 線上觀看 | MP4下載 |
24 | Chapter 12 Multiple Integrals 12.1 Iterated Integrals(1/2) | 線上觀看 | MP4下載 |
25 | 12.1 Iterated Integrals(2/2) 12.2 Double Integrals(1/2) | 線上觀看 | MP4下載 |
26 | 12.2 Double Integrals(2/2) | 線上觀看 | MP4下載 |
27 | 12.3 Double Integrals in Polar Coordinates 12.4 Surface Area | 線上觀看 | MP4下載 |
28 | 12.5 Triple Integrals(1/2) | 線上觀看 | MP4下載 |
29 | 12.5 Triple Integrals(2/2) 12.6 Triple Integrals in Cylindrical Coordinates | 線上觀看 | MP4下載 |
30 | 12.7 Triple Integrals in Spherical Coordinates | 線上觀看 | MP4下載 |
31 | 12.8 Change of Variables in Multiple Integrals | 線上觀看 | MP4下載 |
課程目標
微積分在物理學、生物學、統計學、天文學、經濟學、資訊科學與財務工程等領域都是相當重要的基礎工具,它同時也是許多課程的先備知識,例如工程數學、微分方程、統計學與金融數學。
微積分甲(二)延續(一)的學習,課程內容包括數列與級數的收斂性與應用,多變數函數的極限、連續性、偏導數、方向導數、梯度與函數的可微分性,也將介紹重積分的計算與應用,最後講述基礎的向量微積分理論。這些內容對於電磁學、流體力學、經濟學等領域中的實際問題分析非常重要,本課程希望能幫助學生建立多變數函數微積分的基本理論與計算技巧,以應用於後續的相關課程和研究。
課程章節
章節 | 章節內容 |
Chapter 8 Sequences, Series, and Power Series | 8.1 Sequences 8.2 Series 8.3 The Integral Test 8.4 Comparison Tests 8.5 The Ratio and Root Tests 8.6 Alternating Series and Absolute Convergence 8.7 Power Series 8.8 Representation of Functions as Power Series 8.9 Taylor Series and Maclaurin Series Rearrangement of Series and Binomial Series |
Chapter 9 Vector and the Geometry of Space | 9.1 Vectors in the Plane 9.2 Vectors in Space 9.3 The Dot Product of Two Vectors in Space |
Chapter 10 Vector Functions | 10.1 Vector Functions and Space Curves 10.2 Differentiation and Integration of Vector Function 10.3 Arc Length and Curvature |
Chapter 11 Partial Derivatives | 11.1 Functions of Several Variables 11.2 Limits and Continuity 11.3 Partial Derivatives 11.4 Tangent Plane and Linear Approximation 11.5 The Chain Rule 11.6 Directional Derivatives and the Gradient Vector 11.7 Maximum and Minimum Values 11.8 Lagrange Multiplier Method |
Chapter 12 Multiple Integrals | 12.1 Iterated Integrals 12.2 Double Integrals 12.3 Double Integrals in Polar Coordinates 12.4 Surface Area 12.5 Triple Integrals 12.6 Triple Integrals in Cylindrical Coordinates 12.7 Triple Integrals in Spherical Coordinates 12.8 Change of Variables in Multiple Integrals |
課程書目
Stewart, James. Calculus: Early Transcendentals., 8th ed. Cengage Learning, 2015.