演算法與管理科學專論
Special Topic on Algorithms in Management Science
| 節 | 週三 |
|---|---|
5 13:20–14:10 | 演算法與管理科學專論 MB414（光復） 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
1. 本課程為專論課程，著重於如何將萬用啟發式演算法應用於解決計算管理科學之問題之相關主題研究。 2. 學生期初選定一個題目作為本課程專題，以發表學術論文為目標，每週報告專題進度，並於期末完成口述及書面專題書面報告。
萬用啟發式演算法、程式設計、作業研究
無備註
All the materials can be downloaded from https://e3.nycu.edu.tw/
* Participation and discussion: 20% * Term projects: 80%
Metaheuristics
1. Basic algorithm idea 2. Evolutionary algorithm 3. Novel metaheuristics
- 示範：
- 9
- 實作：
- 18
Management Science
1. Basic problem-solving skill 2. Various problems in management science
- 示範：
- 9
- 實作：
- 18
| 週次 | 主題 |
|---|---|
| 第 1 週 | Overview 2026-02-25(三) |
| 第 2 週 | Recent research on simulated annealing in management science (MS) 2026-03-04(三) |
| 第 3 週 | Recent research on simulated annealing in MS 2026-03-11(三) |
| 第 4 週 | Recent research on genetic algorithm in MS 2026-03-18(三) |
| 第 5 週 | Recent research on genetic algorithm in MS 2026-03-25(三) |
| 第 6 週 | Recent research on particle swarm optimization in MS 2026-04-01(三) |
| 第 7 週 | Recent research on particle swarm optimization in MS 2026-04-08(三) |
| 第 8 週 | Recent research on ant colony optimization in MS 2026-04-15(三) |
| 第 9 週 | Recent research on ant colony optimization in MS 2026-04-22(三) |
| 第 10 週 | Recent research on multi-objective metaheuristics in MS 2026-04-29(三) |
| 第 11 週 | Recent research on multi-objective metaheuristics in MS 2026-05-06(三) |
| 第 12 週 | Recent research on fuzzy metaheuristics in MS 2026-05-13(三) |
| 第 13 週 | Recent research on fuzzy metaheuristics in MS 2026-05-20(三) |
| 第 14 週 | Recent research on hybrid metaheuristics and machine learning in MS 2026-05-27(三) |
| 第 15 週 | Recent research on hybrid metaheuristics and artificial intelligence in MS 2026-06-03(三) |
| 第 16 週 | Term project 2026-06-10(三) |
| 第 17 週 | 2026-06-17(三) |
| 第 18 週 | 2026-06-24(三) |
No textbooks. Students should focus on the latest academic publications on metaheuristic algorithms, evolutionary computation, operations research, and management science. Some reference books are listed as follows: 1. M. Gendreau and J.-Y. Potvin, Handbook of Metaheuristics, 3rd Edition, Springer, (to appear), 2019. 2. P. Siarry, Metaheuristics, Springer, 2016. 3. S. Luke, Essentials of Metaheuristics, 2nd Edition, Lulu, 2013. 4. B. W. Taylor, Introduction to Management Science, 12th edition, 2015.
- 地點
- MB501
- 時間
- TBD
- 聯絡方式
- cclin321@nycu.edu.tw