課程資訊
課程名稱
微積分4
CALCULUS (4) 
開課學期
114-2 
授課對象
理學院院學士學位  
授課教師
陳子安 
課號
MATH4009 
課程識別碼
201 49840 
班次
05 
學分
2.0 
全/半年
半年 
必/選修
必修 
上課時間
第9,10,11,12,13,14,15,16 週
星期三8,9,10(15:30~18:20)星期五1,2(8:10~10:00) 
上課地點
共301共301 
備註
本課程中文授課,使用英文教科書。密集課程。密集課程.統一教學.三10為實習課.
限本系所學生(含輔系、雙修生)
總人數上限:180人 
 
課程簡介影片
 
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核心能力與課程規劃關聯圖
課程大綱
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課程概述

微積分4 (Calculus 4)
這是一門半學期的課程,分為「向量微積分」與「泰勒展式」兩大主題。
「向量微積分」討論的主體是定義域、值域皆屬於 R^n的向量場。我們將定義如何在曲線或曲面上積分向量場,並介紹作用在向量場上的兩種微分運算,「散度」與「旋度」。課程將解釋Green定理、Stokes定理、散度定理如何連結向量場的微分與積分運算,而被理解為高維度的「微積分基本定理」。應用上,我們將推導電磁學中的 Gauss 定律,計算封閉曲面的電通量。
「泰勒展式」這主題推廣「極限」的概念,探討如何以多項式逼近複雜的函數。為了達到這個目的,我們將介紹無窮級數與冪級數的收斂性,利用泰勒不等式估計餘項,進而推導出常見函數的泰勒展式。最後我們將示範多項式逼近的實際應用。
課堂上將講解定義並推導重要定理,以培養學生邏輯推理與分析能力;同時會示範微積分在各領域的應用,幫助學生將微積分與其他專業科目結合。本課程還設有習題課,學生將在助教的帶領下熟練微積分的計算並完成學習單。


This half-semester course contains two main topics which are vector Calculus and Taylor series.
Vector Calculus deals with functions whose domain and range are both in R^n which are called vector fields. We will make sense of integrating vector fields over curves and surfaces and introduce two differential operators acting on them, the divergence and curl. We will explain how Green’s Theorem, Stokes’ Theorem, and the Divergence Theorem connect the integration and differentiation of vector fields and are regarded as higher-dimensional Fundamental Theorem of Calculus. As an application, we will derive Gauss' Law in electromagnetism that describes the flux of an inverse square field across a closed surface.
The topic of Taylor series extends the concept of limit to approximating complicated functions by polynomials. We will introduce the convergence of series and power series, use Taylor’s Inequality to estimate remainder terms, and derive Taylor series for common functions. Finally, applications of approximating functions by polynomials are illustrated.
Definitions are discussed and the most important theorems are derived in the lectures with a view to help students to develop their abilities in logical deduction and analysis. Practical applications of Calculus in various fields are illustrated in order to promote a more organic interaction between the theory of Calculus and students' own fields of study. This course also provides discussion sections in which students are able to improve their skills in handling calculations in Calculus and complete small projects under the guidance of our teaching assistants.  

課程目標
學生修習本課程後,應具備下列能力:
1. 參數化曲線和曲面,使用直角坐標及其他坐標系,包括極坐標、柱坐標和球坐標
2. 能計算線積分,並正確使用線積分基本定理。
3. 能判斷向量場是否為保守的,並且求出保守向量場的位能函數。
4. 能利用參數式計算曲面積分。
5. 理解線積分與面積分的物理意義,並將其應用於力學問題(如功、環流和通量)
6. 能解釋 Green’s Theorem, Stokes’ Theorem, the Divergence Theorem 的意義,並使用它們計算曲線或曲面積分。
7. 能應用冪級數的基本性質及其微積分
8. 能寫下光滑函數的泰勒級數,並使用泰勒不等式描述餘項。
9. 使用部分和來近似無窮級數,並能估算誤差

Upon completing this course, students are expected to be able to :
1. parametrize curves and surfaces in Cartesian and other coordinates, including polar, cylindrical and spherical coordinates;
2. compute line integrals and apply the Fundamental Theorem for Line Integrals in suitable settings;
3. determine whether a vector field is conservative and find potential functions for conservative vector fields;
4. compute surface integrals by definition with respect to various coordinate systems;
5. understand the physical meaning of line/surface integrals and apply them to resolve problems in mechanics (work done, circulation and flux);
6. state Green's Theorem, Stokes' Theorem, and the Divergence Theorem, and use them to compute line and surface integrals;
7. apply basic properties and calculus of a power series;
8. write down the Taylor series for smooth functions and use the Taylor inequality to describe the remainder term;
9. approximate an infinite series by a partial sum and be able to estimate the error incurred. 
課程要求
學生應熟練高中數學,並完成為台大新生預備的線上「微積分學前自我檢測」https://cool.ntu.edu.tw/courses/50879。
學生應出席並積極參與課堂與習題課的討論。

Before taking this course, students should be skilled in high school mathematics and finish the online Precalculus Self Diagnostic Test https://cool.ntu.edu.tw/courses/50879 which is designed for NTU freshmen.
Students are expected to attend and participate actively in lectures as well as discussion sessions. 
預期每週課前或/與課後學習時數
為了達到最好的學習效果,鼓勵同學每周花 8 小時課後時間,依序完成以下任務
Step 1. 理解、整理並背下課堂中介紹的定義、定理與公式
Step 2. 複習課堂上的重要例題
Step 3. 寫 WeBWorK作業、紙本作業、學習單
Step 4. 回顧寫作業中遇到的瓶頸,如果有不完全理解的內容,盡快尋求助教和老師的協助。
強烈鼓勵同學參加 office hours 和助教習題課。

To ensure maximum engagement and the highest learning outcomes, students are advised to allocate a minimum of 8 hours per week to independent study after class to the following tasks : 
1. Assimilate and organize the course materials, including the definitions, theorems, and formulae introduced during lectures.
2. Review and reproduce the examples and problem-solving methodologies demonstrated by the instructor or teaching assistants.
3. Ensure the timely and thorough completion of all assigned work, including WeBWorK exercises, written homework, and Worksheets.
4. Reflect critically on any challenging areas or ambiguities encountered. Proactively pinpoint concepts needing clarification and immediately seek guidance from the instructor or teaching assistants. Students are strongly encouraged to utilize all designated office hours and support sessions. 
Office Hours
每週五 13:00~15:00
每週三 13:00~15:00
每週一 15:20~17:20
每週四 13:00~15:00
每週一 15:20~17:20
每週三 11:00~13:00 備註: 1.陳子安教授,地點:天數459 2.薛鴻立,地點:天數536,在外面敲門即可。 3.何朗軒,地點:天數103 (b13901126@ntu.edu.tw) 4.魏志宇,地點:天數405 5.許承瀚,地點:天數455 (r14246002@ntu.edu.tw) 6.劉孝德,地點:化工一館307 (r13524120@ntu.edu.tw) 7.吳孟峰,地點:電二132 (b12901066@ntu.edu.tw) 
指定閱讀
 
參考書目
Textbook: James Stewart, Daniel Clegg, and Saleem Watson, Calculus Early Transcendentals, 9th edition, Metric Version.
ISBN: 978-626-7533-06-2

其他相關資訊 Other useful websites
微積分統一教學網站: http://www.math.ntu.edu.tw/~calc/Default.html
台大微積分考古題:  http://www.math.ntu.edu.tw/~calc/cl_n_34455.html
數學知識網站: http://episte.math.ntu.edu.tw/cgi/mathfield.pl?fld=cal 
免費線上數學繪圖軟體Desmos Calculator: https://www.desmos.com/calculator 
免費知識型計算引擎: https://www.wolframalpha.com  
 
評量方式
(僅供參考)
 
No.
項目
百分比
說明
1. 
期考 
50% 
 
2. 
小考 
20% 
 
3. 
學習單 
12% 
 
4. 
WeBWorK 
8% 
 
5. 
手寫作業及其他 
10% 
 
  1. 本校尚無訂定 A+ 比例上限。
  2. 本校採用等第制評定成績,學生成績評量辦法中的百分制分數區間與單科成績對照表僅供參考,授課教師可依等第定義調整分數區間。詳見學習評量專區 (連結)。
 
課程進度
週次
日期
單元主題
第9週
4/22, 4/24  16.1 Vector Fields
16.2 Line Integrals
16.3 The Fundamental Theorem for Line Integrals
[Tutorial: Worksheet 1 (Parametric Surfaces)] 
第10週
4/29, 5/1  16.4 Green's Theorem
16.5 Curl and Divergence 
第11週
5/6, 5/8  16.6 Parametric Surfaces and Their Areas
16.7 Surface Integrals
[Tutorial: Worksheet 2 (More on Conservative Fields)] 
第12週
5/13, 5/15  16.8 Stokes' Theorem
16.9 The Divergence Theorem
11.1 Sequences (*)
[5/13 (Wed) 17:30-18:20 Quiz 1 (16.1-16.6, WS1, WS2)] 
第13週
5/20, 5/22  11.2 Series
11.3 The Integral Test and Estimates of Sums
11.4 The Comparison Tests (Skip the Limit Comparison Test)
11.5 Alternating Series and Absolute Convergence
[Tutorial: Worksheet 3 (Convergence Tests)] 
第14週
5/27, 5/29  11.6 The Ratio and Root Tests
11.8 Power Series
11.9 Representations of Functions as Power Series
[5/27 (Wed) 17:30-18:20 Quiz 2 (16.7-16.9, 11.2-11.3)] 
第15週
6/3, 6/5  11.10 Taylor and Maclaurin Series
Bonus Introduction to Multivariable Taylor Series (*) 
第16週
6/10, 6/12  [6/13(Sat) 09:00-11:30 Exam]