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課程名稱 |
演算法
Algorithms |
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開課學期 |
111-1 |
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授課對象 |
電機工程學系 |
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授課教師 |
孫紹華 |
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課號 |
EE4033 |
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課程識別碼 |
901 39000 |
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班次 |
03 |
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學分 |
3.0 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期三7,8,9(14:20~17:20) |
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上課地點 |
電二145 |
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備註 |
外系學生加選請於加退選時詢問授課老師。英文授課。
限本系所學生(含輔系、雙修生)
總人數上限：60人 |
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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 |
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課程大綱
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課程概述 |
This course provides an introduction to the design and analysis of computer algorithms. We will cover topics including concepts of algorithm complexity, and various algorithms such as divide-and-conquer, dynamic programming, sorting and greedy algorithms.
Fill out this Google form if you are not enrolled in this course but would like to add it: https://forms.gle/8gGvkGiGLgwp1D9F9 |
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課程目標 |
Upon completion of this course, students will be able to design, analyze, apply, and implement algorithms in common engineering design situations. |
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課程要求 |
A strong understanding of programming and data structure as well as a solid background in discrete mathematics, including probability, are necessary prerequisites to this course. Students must be able to program in C＋＋ or C on Linux platform. |
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預期每週課後學習時數 |
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Office Hours |
另約時間 備註： by appointment |
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指定閱讀 |
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參考書目 |
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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Week 1 |
9/7 |
Foundations: CH1, CH2
PA #0
PA #1 out
HW #1 out |
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Week 2 |
9/14 |
Foundations: CH3, CH4 |
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Week 3 |
9/21 |
Sorting: CH6, CH7 (online) |
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Week 4 |
9/28 |
Sorting: CH8, CH9
Quiz #1 (9/28 5pm)
HW #1 in (before class)
HW #2 out |
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Week 5 |
10/5 |
Trees: CH12
RB Trees: CH13 (online)
PA #1 in (10/9 Sun 1pm) |
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Week 6 |
10/12 |
Advanced Design DP: CH15
PA #2 out |
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Week 7 |
10/19 |
Advanced Design DP: CH15
Quiz #2 (10/19 5pm)
HW #2 in (10/21 Fri 6pm; no late submission)
SAT solution (10/22) |
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Week 8 |
10/26 |
Midterm (10/26 Wed 2:30pm-5:20pm) |
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Week 9 |
11/2 |
Advanced Design Greedy: CH16
Amortized Analysis: CH17 (online)
PA #2 in (11/6 Sun 1pm)
HW #3 out |
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Week 10 |
11/9 |
Graphs BFS/DFS: CH22 |
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Week 11 |
11/16 |
Disjoint Set: CH21
Graphs MST: CH23 |
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Week 12 |
11/23 |
Graphs SSSP: CH24
Quiz #3 (11/23 5pm)
PA #3 out
HW #3 in (before class)
HW #4 out |
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Week 13 |
11/30 |
Graphs APSP: CH25
Graphs Flow: CH26 |
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Week 14 |
12/7 |
Graphs Flow: CH26
NP-completeness: CH34 |
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Week 15 |
12/14 |
NP-completeness: CH34
Quiz #4 (12/14 5pm)
DIY problem in (before class)
HW #4 in (12/16 Fri 6pm; no late submission)
SAT solution (12/17) |
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Week 16 |
12/21 |
Final (12/21 Wed 2:30-5:20pm) |
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Week 17 |
12/28 |
PA #3 in (12/28 Wed 1pm) |
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