國立清華大學開放式課程OpenCourseWare(NTHU, OCW)

10302 工程影音線上播放

電腦視覺特效

陳煥宗教授

介紹如何運用現有的電腦視覺技術，製作出視覺特效。課程除了理講解之外，也會藉由實驗來複習電腦視覺知識。除了需要經常使用 Matlab 和 OpenCV 寫程式之外，還可能需要自己動手拍攝影片與製作輔助拍攝的器材。 This course will illustrate the current computer vision techniquesfor producing Visual Effects. Besides lecturing theories, this course also help students review the knowledge of computer vision by experiment. In addition to using Matlab and OpenCV, students are expected to take videos by themselves and make some assistant tools for video taking.

【指定與參考用書】
Textbooks and References

♠	Computer Vision for Visual Effects, Richard J. Radke, Cambridge University
	Press
♠	http://cvfxbook.com
♠	Computer Vision: Algorithms and Applications, Richard Szeliski, 2010
	http://szeliski.org/Book/

【教學方式】
Teaching Methods

♠	每個星期 3 小時課堂講解與討論
	Lecture and discussion for three hours every week
♠	同學們三人一組，共同討論作業
	Three students as a group discuss homework together
♠	作業的分數將會以小組為單位評分
	The grades of homework will be rated on the base of group
♠	個人的期末成績則會再因課堂參與及平時表現而有所差異
	Personal term grades will be different based on one’s class participation and performance

【教學進度】
Syllabus
Introduction to CVFX Image Matting Image Composition and Editing Features and Matching Dense Correspondence Matchmoving Motion Capture 3D Data Acquisition Optimization Algorithms for Computer Vision

點閱次數：420226

10302 工程影音線上播放

電動機械一

葉廷仁教授

In the course, we will focus on the introduction of basic engineering electro-magnetics, the magnetic circuits, the energy conversion of electromechanical devices, and the priciples of rotating electromechanical machinery.Pre-requisite: College Physics (大學物理).Electrical Circuits (電路學)

【指定用書】

Text Book

♠	Lecture Notes
♠	Guru and Hiziroglu, Electric Machinery and Transformers,3rd ed ,
	Oxford University Press, 2001

【參考書籍】
References

♠	G. R. Slemon, and A. Straughen, Electric Machines, Addison Wesley Longman
	Publishing Co, 1980.
♠	Vicent Delo Toro, Basic Electric Machines, Prentice Hall, 1990.
♠	A.E. Fitzgerald, Electric Machines , McGraw-Hill, 1992.

【參考書籍】
References

♠	課堂投影片,黑板講解與演習

【教學進度】

Syllabus

1.	Review of Electric Circuit Theory
2.	Basic Electromagnetism and Magnetic Circuits
3.	Transformers
4.	Principles of Electromechanical Energy Conversion
5.	Synchronous Generators
6.	Synchronous Motors
7.	Induction Motors
8.	DC Machinery Fundamentals

點閱次數：655174

10301 工程影音線上播放

通訊概論

李家同教授

Can you imagine that your computer is not connected to any network? Can you imagine that your computer is a network through some wireless technology? Is a hand held mobile phone a phone or a computer? Can our TV become a computer?

Can you design a computer in which all of the peripheral devices are connected to the computer through wireless communication?

In this course we will introduction the six topics to Non-Electrical-Engineering Students

1.	An Overview of Computer Communication
	1.1 Analog and Digital Signals
	1.2 Two Kinds of Media: Electrical and Electromagnetic
	1.3 Carrier and Modulation
	1.4 The Real Time and Non-real Time Transmission Problems
	1.5 The Multiplexing Receiving Problem
	1.6 The Multiplexing Transmission Problem
	1.7 The Basic Concepts of Antenna Design

2.	Conversions Between Analog and Digital Information
	2.1 Pulse Code Modulation
	2.2 Minimum Sampling Rate-Nyquist Rate

3.	Fourier Representations for Signals
	3.1 FourierSeries
	3.2 Fourier Transform
	3.3 FT Representations for Periodic Signals
	3.4 The Fast Discrete Fourier Transform
	3.5 The Physical Meaning of the Fourier Transform

4.	Analog Modulation Techniques
	4.1 AmplitudeModulation
	4.2 Double Sideband Suppressed-Carrier (DSB-SC)
	4.3 Single Sideband Modulation (SSB)

5.	Digital Modulation Techniques
	5.1 Baseband Pulse Transmission
	5.2 Amplitude-Shift Keying (ASK)
	5.3 Binary Phase-Shift Keying (BPSK)

【指定用書】
Text Books
Introduction to Communications for Non-Electrical-Engineering Students by Mao-Ching Chiu ,
Chia-Tung Lee , Eric S.Li ,Jung-Shan Lin and Tai-Ping Sun

點閱次數：337044

10301 工程影音線上播放

材料熱力學一

黃倉秀教授

謝倉秀哥大愛無私地奉獻材料熱力學的講義，幫助學弟妹有效率地學習。老師的講義已經整理好課堂上的內容，若是同學能自己動手記錄下課堂上的重點，配合老師的講義內容，相信更能事半功倍加深記憶。Professor Tsung-Shiew Huang lights up your road of learning Thermodynamics of Materials. Professor Huang’s lecture notes give you wings.

【課程介紹】

Course Description
本課程分兩學期授課,上學期先介紹熱力學三大定律及各種熱力學函數,例如熱容量, entropy,焓及自由能等;並討論單相氣體及凝態系統之熱力學性質o從統計熱力學解釋 entropy之微觀意義,以及partition function與自由能之關係式,並特別舉例說明其應用於熱容量之理論推導o下學期則討論理想與真實溶液之性質,雙元相圖與自由能之關係,化學反應之平衡觀念,特別以固態材料系統為對象,探討其化學反應及相轉變所需考量之熱力學觀念。
This course will be delivered in two semesters. In the first semester, the three laws of thermodynamics and thermodynamic functions, such as heat capacity, entropy, enthalpy, and free energy will be introduced. The microscopic meanings of internal energy and entropy are interpreted by statistical thermodynamics. Relationship between partition function and free energy, as well asits application for theoretical derivation of heat capacity will be discussed. And we will also discuss thermodynamic properties of the single phase gas and condensed matter systems. In the second semester, we will discuss the behavior of ideal and real solutions, the relationship between binary phasediagram and Gibbs free energy curves, and the concepts of reaction equilibrium.Thermodynamic concepts for phase transitionsand chemicalreaction are discussed.

【指定用書】

Text Book

♠	D.R. Gaskell: "Introduction to the Thermodynamics of Materials," 5th ed.

【參考書籍】

References

♠	R.T. DeHoff, "Thermodynamics in Materials Science," McGraw-Hill, 1993.
♠	R.A. Swalin, "Thermodynamics of Solids," 2nd ed., John Wiley&Sons, 1972.

【教學方式】

Teaching Method

♠ 課堂講解

【教學進度】

Syllabus

【第1週】	Ch.1 Introduction and Definitions of Terms (I):
	1. What do we learn from “Materials Thermodynamics”? 2. Classical versus Statistical Thermodynamics, 3. Thermodynamics versus Kinetics. 4. Thermodynamic systems of materials, 5. Thermodynamic variables, 6. Concept of state, 7. How to distinguish a state function.
【第2週】	Ch.1 Introduction and Definitions of Terms (II):
	8. Equation of state of an ideal gas. Ch.2 First Law of Thermodynamics:
	1. Energy conversion, 2. Relation between heat and work, 3. First law of thermodynamics, 4. Internal energy (U) and Enthalpy (H), 5. Heat capacity. 6. Reversible Adiabatic Process, 7. Reversible Isothermal Process, 8. Calculation examples for monatomic ideal gas.
【第3週】	Ch.3 Second Law of Thermodynamics (I):
	1. Spontaneous Process and Reversible Process, 2. Entropy and Degree of Irreversibilty, 3. Entropy and Reversible Heat, 4. Reversible Isothermal Compression of Ideal Gas, 5. Reversible Adiabatic Expansion of Ideal Gas. 6. Properties of Heat Engine, 7. Thermodynamic Temperature Scale,
【第4週】	Ch.3 Second Law of Thermodynamics (II):
	8. Second Law of Thermodynamics. 9. Maximum Work for Reversible Process, 10. Criterion for Equilibrium, 11. Combined Statement of 1st and 2nd Laws.
【第5週】	Ch.3 Second Law of Thermodynamics (III):
	12. Calculation Examples. Ch. 4 Auxiliary Functions (I): 1. Defined Functions of H, A, G and their differential equation. 2. Enthalpy and constant pressure heat, 3. Helmholtz Free Energy.
【第6週】	Ch. 4 Auxiliary Functions (II):
	4. Gibbs Free Energy, 5. Summary of Criteria for Equilibrium, 6. Coefficient Relations, 7. Maxwell Relations, 8. Reciprocal and Ratio Relation,
【第7週】	Ch4. Auxiliary Functions(III) 9. Derived equations: 1st, 2nd , 3rd TdS equations; Gibbs-Helmholtz Equation; cp-cv; and other important equations for ideal gas. 10.General Strategy for Deriving Thermodynamic Relations,
【第8週】	Ch. 4 Auxiliary Functions (IV):
	11. Application to an Ideal Gas, 12. Application to Solids and Liquids, 13. Calculation Examples.
【第9週】	Mid-term exam;Ch.5 Statistical Thermodynamics (I):
	1. Physical Significance of U and S, 2. Entropy and Disorder on an Atomic Scale, 3. Macrostate and Microstate
【第10週】	Ch.5 Statistical Thermodynamics (II):
	4. Determination of the Most Probable Microstate, 5. Partition Function and Boltzmann Equation for Entropy, 6. Heat Flow and Entropy Production, 7. Configurational Entropy and Thermal Entropy, 8. Calculation Examples, 9. Calculation of S, A, U, Cv from Partition Function.
【第11週】	Ch.5 Statistical Thermodynamics (III):
	10. A model with Two Energy Levels, 11. Internal Energy and Heat Capacity of a Crystal, 12. Internal Energy and Heat Capacity of Monatomic and Polyatomic Ideal Gases.
【第12週】	Ch.6 Heat Capacity, Enthalpy, Entropy as a function of T (I):
	1. Heat Capacity, 2. Hp(T), Hp(T) and Q (Heat of Reaction), 3. S(T) and the 3rd Law of Thermodynamics, 4. Experimental Verification of 3rd Law.

【第13週】	Ch.6 Heat Capacity, Enthalpy, Entropy as a function of T (II):
	5. Influence of P on H and S, 6. Calculation Examples.
【第14週】	Ch.6 Heat Capacity, Enthalpy, Entropy as a function of T (II):
	1.Thermodynamic Equilibrium, 2.G(T),G(T) at constant P=1 atm, 3.G(P), G(P) at constant T, 4.Phase Equilibrium Between Solid and Liquid, 5.Phase Equilibrium Between Condensed phases and Vapor.
【第15週】	Ch.7 Phase Equilibrium in One Component System (II):
【第16週】	Ch.7 Phase Equilibrium in One Component System(III) 6.Phase Diagram in One Component System 7.Solid-Solid Equilibrium(Allotropy) 8.Calculation Examples.
【第17週】	Ch.8 Behavior of Real Gases(II)
	6.Thermodynamic Treatment of Nonideal Gases, 7.Calculation Examples.
【第18週】	Final Exam.

材料熱力學一講義

點閱次數：918678

10301 工程影音線上播放

結晶繞射概論

黃振昌教授

不再當迷途羔羊！牧羊人黃振昌帶你領略材料世界！別人學晶體繞射猶如梅西射門，漂亮得分!自己學晶體繞射卻是絲線纏繞，苦惱萬分!嘿!你也是學習路上的迷途小羊嗎?你還在迷茫於未來該走的方向嗎? 別擔心!

【指定用書】
Textbooks

♠	Lecture notes “ for educational purposes only ”
♠	Christopher Hammond, “The Basics of Crystallography and
	Diffraction”, 3rd edition, Oxford, 2009.

【參考用書】
Referncnces

♠	B.D. Cullity, “Elements of X-ray Diffraction”, 3rd edition, Prentice Hall, 2001.
♠	Eugene Hecht “Optics”, 2nd edition, Addison-Wesley, 1987.
♠	John M. Cowley, “Diffraction Physics”, 3rd edition, North-Holland,
	Elsevier Science, 1995.
♠	Charles Kittel, “Introduction to Solid State Physics”, 6th edition,
	John Wisley & Sons, 1986.

【結晶繞射概論講義!】

點閱次數：670985

10201 工程影音線上播放

光電工程導論

黃承彬教授

想要在新興能源範疇中領先群雄？想要在光電工程領域裡大放異彩？你的機會就在NTHU OCW 的光電工程導論中！【幽默風趣的課程內容】【獨樹一格的切入觀點】【別出心裁的教材編排】文質彬彬的黃承彬教授要引領您體驗最不一樣的光電工程! 彬彬光電，優質教學！想在在光電領域搶得先機，就是現在！ Would you like to take the lead in rising energy filed? Would you like to show your talents in optoelectronics filed? Your opportunity is in the introduction to Optoelectronic Engineering at NTHU OCW.! Interesting contents, unique perspectives, and creative teaching materials—Dr. Huang, Cheng-Pin will lead you to experience the most special optoelectronics! If you want to seize the initiative, now is the time!

課程概述
　　Course Description

　本課程的首要目的，在於讓同學們能夠領略生活中隨處可見的光學現象背後的原理，並且了解人類如何能夠運用電訊號來控制光的特性。本課程將以波動光學做為出發，讓同學了解電磁波的傳遞特性，並清楚了解散射、干涉、以及繞射等三種光學特性。

　本課程之第二部份，將詳細闡述電磁波的偏振特性，從而延伸至第三部份將介紹的功能性光電元件的工作與設計原理。

The main purpose of this course is to make students learn the background theory of photoelectric phenomenon everywhere in our daily life and how human use electric signal to control the light. This course will start with wave optics to understand the transfer characteristic of electromagnetic radiation, and clearly learn scattering, interference, and diffraction.

The second part of this course will elaborate detailed polarization characteristics, and extend to the third part—to introduce the function and design theory of functional optoelectronic devices.

先修課程
　　Prerequisites

♠	微積分一與二、工程數學、電磁學
	Calculus (I)(II), Engineering Mathematics, Electromagnetism

指定用書

Textbooks

♠	Jenkins and White, Fundamentals of Optics, 4th ed,McGraw Hill (2001).
	Hecht, Optics, 4th ed., Addison Wesley (2001).
♠	Yariv and Yeh, Optical Waves in Crystals, Wiley (1984)
♠	Kasap, Optoelectronics and Photonics, Prentice Hall (2001)

授課大綱與形式
　　 Syllabus／Teaching Method

♠	本課程分為三個主題：幾何光學、偏振光學、常用光電元件。
	This course is separated into three topics: geometrical optics,
	polarizing optics,common polarizing element

周　次	授　　　　　課　　　　大　　　　綱
Week1	基本電磁學
	Basic Electromagnetism
Week2	平面波傳遞: 反射與折射
	Plane Wave Transfer: Reflected & Refraction
Week3	同調性與干涉
	Coherence & Interference
Week4	散射、繞射與輻射
	Scattering, Diffraction and Radiation
Week5	色散基本概念
	The Fundamental Concept of Chromatic Dispersion
Week6	偏振態與Jones 表示法、雙折射
	Polarization and Jones Notation, Birefringence
Week7	雙折射、光學偏振元件
	Birefringence, Polarizing Element
Week8	調制器、光偵測器
	Demodulator, Light Detector
Week9	光偵測器、雷射與光放大器
	Light Detector, Laser and Light Amplifier

點閱次數：311170

10102 工程影音線上播放

材料物理性質

陳福榮教授

老師上課語調與你的接收器頻率不對tone，越聽越不懂？艱澀的課程令人昏昏欲睡，抄的筆記更猶如鳳舞龍飛？別擔心，快到陳福榮教授的材料物理性質課程尋求高超魔法師...Cannot receive the frequency of professor’s audio tone? Always faint on the tough course? Nonstop notes writing drives you crazy?Go to NTHU OCW website and find magicians to turn the boring classes interesting and easy to learn.

【教學進度】
Syllabus

Week 1	Chap 1: Introduction
Week 2	Chap 2: Wave Particle Duality
Week 3	Chap 3: Schrodinger Enquation
Week 4	Chap 4: Special cases for Schrodinger
Week 5	Chap 5: energy Band in Crystal
Week 6	Chap 6: Electrons in a Solid
Week 7	Chap 7: Electrical Conduction in Meal and Alloy
Week 8	Chap 8: Semiconductor
Week 9	Chap 9: Ionic Conductivity
Week 10	Chap 10: The optical constant
Week 11	Chap 11: Atomic Theory of Optical Properties
Week 12	Chap 12: Quantum Theory of Optical Properties
Week 13	Chap 14: Magnetism
Week 14	Chap 15: Magnetism- Classical theory
Week 15	Chap 16: Quantum Theory of Magnetism
Week 16	Chap 17: Thermal Property of Solid

點閱次數：268984

10102 工程影音線上播放

核能安全

李敏教授

核能是我的專業，教育是我的事業▕座擁全台唯一的核工科系，清大推出核工領域最熱血的「敏兒」－李敏教授！嚴肅但活潑的敏兒教授，以專業的核能知識，熱血的灌溉著清華學子們！想了解「核能」到底「有何能耐」嗎？想一窺敏兒教授熱情奔放的邏輯講解？

Review
Neutron Diffusion and Moderation, Nuclear Reactor Theory (2 hours)

Chapter 7 The Time Dependent Reactor (12 hours)
7.1Classification of Time Problems
7.2Reactor Kinetics (4.5 hours)
7.3Control Rod and Chemical Shim (2.5 hours)
7.4Temperature Effect on Reactivity (1.5 hours)
7.5Fission Products Poisoning (2 hours)
7.6Core Properties during Lifetime (1.5 hours)

Chapter 8 Heat Removal from Nuclear Reactors (11 hours)

8.1 General Thermodynamic Consideration (1 hour)

8.2 Heat Generation in Reactors (1.5 hours)

8.3 Heat Flow by Conduction (1.5 hours)

8.4 Heat Transfer to Coolant (2 hours)

8.5 Boiling Heat Transfer (2.5 hours)

8.6 Thermal Design of a Reactor (2.5 hours)

Chapter 4 Nuclear Reactors and Nuclear Power (10 hours)

4.1Fission Chain Reactions

4.2Nuclear Reactor Fuel (2 hours)

4.3Non-Nuclear Components of Nuclear Power Plants (1.0 hours)

4.4Components of Nuclear Reactors (1.0 hours)

4.5Power Reactors and Nuclear Steam Supply System (4 hours)

4.6Nuclear Fuel Cycles (2 hours)

【指定用書】
Textbook
John R. Lamarsh, Anthony J. Baratta,
“Introduction to Nuclear Engineering”, 3rd Edition, Prentice, Inc. 2001

【參考用書】
Reference

1.	S. Glassstone & A. Sesonake, “Nuclear Reactor Engineering”, 4th Ed. Chapman
	& Hall, 1994
2.	E.E. Lewis, “Nuclear Power Reactor Safety”, 1977

點閱次數：300436

10102 工程影音線上播放

材料熱力學二

黃倉秀教授

倉秀哥大愛無私地奉獻材料熱力學的講義，幫助學弟妹有效率地學習。老師的講義已經整理好課堂上的內容，若是同學能自己動手記錄下課堂上的重點，配合老師的講義內容，相信更能事半功倍加深記憶。Professor Tsung-Shiew Huang lights up your road of learning Thermodynamics of Materials. Professor Huang’s lecture notes give you wings.

【課程介紹】
Course Description
本課程先複習熱力學三大定律及各種熱力學函數，例如熱容量,entropy,焓及自由能等，從統計熱力學解釋entropy之微觀意義;熱力學函數的基本數學;介紹熱力學之平衡觀念及單元系統的相轉變o再討論氣體的混合，討論理想與真實溶液之性質，雙元相圖與自由能之關係，化學反應之平衡觀念，特別以固態材料系統為對象，探討其化學反應及相轉變所需考量之熱力學觀念。
This course will review the three laws of thermodynamics and thermodynamic functions, such as heat capacity, entropy, enthalpy, free energy. And we will explain the microscopic meaning of entropy by statistical thermodynamics, the basic mathematics for derivation of some important thermodynamic equations, the concepts of thermodynamic equilibrium for the phase transition of unary system.Thermodynamics of gas phase mixing, properties of ideal and real solutions of condensed matter, the relationship between binary phase diagram and Gibbs free energy curves, and the concepts of reaction equilibrium will be explained.Thermodynamic concepts for phase transitionsand chemicalreaction are discussed.

【指定用書】

References

♠	"Introduction to the thermodynamics of materials",D.R. Gaskell; 5th Ed.

【參考書籍】

References

♠	R.A. Swalin,"Thermodynamics of Solids", 2nd ed., 1972
♠	R.T. DeHoff:"Thermodynamics in Materials Science", 1993

【教學方式】

Teaching Method

♠ 課堂講授,討論,考試Lecture, discussion, examination

【教學進度】
Syllabus

【第1週】

Ch.1~8 Review of fundamental Thermodynamics(I):

1.Scope of Materials Thermodynamics

2.Laws of Thermodynamics

3.Definitions of thermodynamic functions and some important parameters

4.Variation of V, S, H, G as a function of T, P.

【第2週】

Ch.1~8 Review of fundamental Thermodynamics(II):

1.Calculation of S, H, G and S, H, G for temperature changes at
constant P

2.Application of Gibbs-Helmholtz Eq., Clapeyron Eq., Clausius-Clapeyron Eq

3.G(T,P) for a single phase substance and two-phases equilibrium.

【第4週】

Ch.9 Behavior of solutions(I):

1.Raoult’s law and Henry’s law

2.Activity of a component in solution

3.Gibbs-Duhem equation

4.Relation between G and

of binary solution

5.Relation between a_i,and

,

G^M

6.Method of graphical determination of

from

G^M

【第5週】

Ch.9 Behavior of solutions(II):

1.Properties of ideal solution

2.Nonideal solution

3.Application of Gibbs-Duhem equation (1-2).

【第6週】

Ch.9 Behavior of solutions(III):

1.Apllication of Gibbs-Duhem equation(3)

2.Regular solution

3.Non-regular solution

【第7週】

Ch.9 Behavior of solutions(IV):

1.Quasi-chemical model of solutions

2.Calculation examples.

【第8週】

Ch.10 Binary phase Diagrams and

G^M (X_B) curves(I):

1.

G^M (X_B) curve of a homogeneous solution

2.

G^M (X_B) curve of a regular solution

3.Citerior for phase stability in regular solution.

【第9週】

1.Mid-term exam

2. Ch.10 Binary phase Diagrams and

G^M (X_B) curves(II):
Standard states and two-phases equilibrium.

【第10週】

Ch.10 Binary phase Diagrams and

G^M (X_B) curves(III):

1.Isomorphous phase diagram

2.Binary phase diagrams with liquid and solid exhibiting regular solution

【第11週】

Ch.10 Binary phase Diagrams and

G^M (X_B) curves(IV):

1.Eutectic phase diagrams

2.Monotectic phase diagram

3.Calculation examples.

【第12週】

Ch.11 Reactions involving gases(I):

1.Reaction equilibrium in gas mixture and equilibrium constant

2.Effect of temperature on K_p

3.Effect of total pressure on K_p.

【第13週】

Ch.11 Reactions involving gases(II):

1.Reaction equilibrium in SO₂-SO₃-O₂ system

2.To keep a constant p_O2 through gas mixture of SO₂/SO₃, CO/CO₂,H₂/H₂O.

【第14週】

Ch.11 Reactions involving gases(III): Calculation examples.

Ch.12 Reactions involving gases and pure condensed phases(I):

1.Reaction equilibrium in a system containing pure condensed phases and
gas phases.

2.Variation of “Standard Gibbs free energy change” with T.

【第15週】

Ch.12 Reactions involving gases and pure condensed phases(II):

1.Ellingham Diagrams

2.Stability of metals and metal-oxides.

【第16週】

Ch.12 Reactions involving gases and pure condensed phases(III):

1.Effect of phase transition

2.Stability of oxides in H₂/H₂O gas mixtures

3.Nomographic scale of H₂/H₂O

【第17週】

Ch.12 Reactions involving gases and pure condensed phases(IV):

1.Stability of oxides in CO/CO₂ gas mixtures

2.Upper limit of (p_CO/p_CO2) at a fixed T

3.Calculation examples.

材料熱力學二講義

點閱次數：740130

10102 工程影音線上播放

線性代數

趙啟超教授

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【先修課程】
Prerequisite

♠

Calculus.

【課程說明】
Course Description

♠	This course gives an introduction to the essentials of linear algebra.
	There will be four one-hour lectures per week.

【指定用書】
Text Books

♠	G. Strang, Introduction to Linear Algebra, 4th ed. Wellesley,
	Introduction to Linear Algebra, 4th ed. Wellesley, MA: Wellesley-Cambridge Press, 2009.

【參考書籍】
References

♠	G. Strang, Linear Algebra and Its Applications, 4th ed. Belmont,
	CA: Thomson, Brooks/Cole, 2006.
♠	S. H. Friedberg, A. J. Insel, and L. E. Spence, Linear Algebra,
	4th ed.;Upper Saddle River, NJ: Prentice Hall, 2003.
♠	L. E. Spence, A. J. Insel, and S. H. Friedberg, Elementary Linear Algebra:
	A Matrix Approach, 2nd ed. Upper Saddle River, NJ: Prentice Hall, 2008.
♠	S. J. Leon, Linear Algebra with Applications, 8th ed. Upper Saddle River,
	NJ: Prentice Hall, 2010.

【課程內容】
Course Contents

	linear equations
	Vector spaces and subspaces
♠	Orthogonality
♠	Determinants
♠	Eigenvalues and eigenvectors
♠	Linear transformations
♠	Complex vectors and matrices

【2010-2013題庫練習題專區】【第1-5講次學生筆記專區】

點閱次數：1724217

工程學群