數量研究方法
Quantitative Research Methods
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 數量研究方法 M301（光復） 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
This course engages graduate students in a critical review of the research logic and procedures. In particular, in this course, the students shall learn to apply quantitative analysis methods for their future research. Successful students in this course shall demonstrate understanding statistical methods.
1. Basic programming. 2. Operation research.
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(a) Paper representation (35%) (b) Final report (50%) (c) Class performance (15%)
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction 2023-02-16(四) |
| 第 2 週 | The concept of optimal method 1 2023-02-23(四) |
| 第 3 週 | The concept of optimal method 2 2023-03-02(四) |
| 第 4 週 | LP/ NLP with Lingo Code 2023-03-09(四) |
| 第 5 週 | Multi-objective Decision Making – Goal Programming 2023-03-16(四) |
| 第 6 週 | The review of GP Paper study–2009 Decision-maker's preferences modelling within the goal-programming model- a new typology [student] 2023-03-23(四) |
| 第 7 週 | Speeches by experts or scholars [OR research] 2023-03-30(四) |
| 第 8 週 | Holiday 2023-04-06(四) |
| 第 9 週 | Multi-objective Decision Making – Interval Goal programming Paper study: 1995 Expanding the flexibility of goal programming via preference modeling techniques [teacher] 2023-04-13(四) |
| 第 10 週 | Multi-choice goal programming Paper study–2007 Multi-choice goal programming [student] 2023-04-20(四) |
| 第 11 週 | Piecewise linearization technique – SOS2 & lingo code Paper study-1997 Piecewise linear approximation of functions of two variables [teacher] GP with SOS2 & lingo code Paper study-Efficient model for interval goal programming with arbitrary penalty function[teacher] 2023-04-27(四) |
| 第 12 週 | Robust optimization (RO) 1 Paper study-2004 Price of Robustness.pdf [teacher] 2023-05-04(四) |
| 第 13 週 | Robust optimization (RO) 2 Paper study–2011 Comparative Theoretical and Computational Study on Robust [teacher] 2023-05-11(四) |
| 第 14 週 | Robust optimization (RO) 3 Paper study-2017 Robust goal programming using different robustness echelons via norm-based and ellipsoidal uncertainty sets [student] 2023-05-18(四) |
| 第 15 週 | Speeches by experts or scholars [Medical Research] 2023-05-25(四) |
| 第 16 週 | Final Report 2023-06-01(四) |
| 第 17 週 | Flexible individual discuss 1 2023-06-08(四) |
| 第 18 週 | Flexible individual discuss 2 2023-06-15(四) |
1. Teaching PowerPoint materials 2. Selected papers
- 地點
- M316
- 時間
- Wed. 13:10-16:30
- 聯絡方式
- haoclu@nycu.edu.tw