課程名稱 |
資料結構與程式設計 Data Structure and Programming |
開課學期 |
103-1 |
授課對象 |
電機資訊學院 電機工程學系 |
授課教師 |
黃鐘揚 |
課號 |
EE3011 |
課程識別碼 |
901 31900 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三6,7,8(13:20~16:20) |
上課地點 |
明達231 |
備註 |
總人數上限:190人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1031DSnP |
課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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課程概述 |
In this class, you will learn the practical issues and gain the real experiences in implementing various data structures with C++ on Linux workstations.
1. Data Structure in Programming: Why is data structure (implementation) so important?
2. Programming on Linux Workstations: A peek in the real engineering world
3. C++ Advanced Features Review: When can/should I use them?
4. What is a Good Program? A software engineering point of view
5. Computational Complexity: Time and space tradeoffs
6. Memory Management: How to gain 30% performance improvement easily
7. Dynamic Array vs. Linked List: Which one is better?
8. Tree: How to search data faster than linear time?
9. Graph and Circuit: From CS to EE Applications
10. Heap, Set and Map: How to store sorted data?
11. Cache vs. Hash: Virtual memory in your program
12. Bit Vector and Matrix: All about numerical operations
13. Putting What You Learn Together: Implementing an advanced data structure (e.g. BDD) |
課程目標 |
. |
課程要求 |
1.成績評量:Homework (50%), Final Project (50%), Bonus (TBD)
2.預修課程:程式設計 (C++) |
預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
待補 |
參考書目 |
教科書: 1. None, but you are encouraged to use any data structure or programming textbooks as references
2. Class slides: Please download and/or print out for yourself
3. Referenced papers and handouts |
評量方式 (僅供參考) |
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週次 |
日期 |
單元主題 |
第1週 |
9/17 |
00. Class Introduction <br>
01. Data Structure in Programming |
第2週 |
9/24 |
02. Programming on Linux Workstations |
第3週 |
10/01 |
03. C++ Review (Variable) |
第4週 |
10/08 |
04. C++ Review (Class) |
第5週 |
10/15 |
05. C++ Review (Overloading and Polymorphism) |
第6週 |
10/22 |
06. C++ Review (I/O Libraries and Exception Handling) |
第7週 |
10/29 |
06. C++ Review (I/O Libraries and Exception Handling) |
第8週 |
11/05 |
07. Memory Management |
第9週 |
11/12 |
08. Software Engineering<br>
09. Computational Complexity |
第10週 |
11/19 |
10. Dynamic Array and Linked List |
第11週 |
11/26 |
11. Tree |
第12週 |
12/03 |
12. Graph and Circuit |
第13週 |
12/10 |
13. Heap, Set, and Map |
第14週 |
12/17 |
14. Cache and Hash |
第15週 |
12/24 |
15. Final Project Discussion (I) |
第16週 |
12/31 |
16. Final Project Discussion (II) <br>
(Note: If time allows, I will introduce BDD as a functional ADT.) |
第17週 |
1/07 |
17. Special Topic (TBD) |
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