數量研究方法
Quantitative Research Methods
學期
111-2
學分
2
學分
當期課號
537007
永久課號
MGMS30111
開課單位
管理科學系
授課教師
盧浩鈞
校區
光復
類別
選修
上課時間表
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 數量研究方法 M301 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
概述
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.
先修科目
1. Basic programming. 2. Operation research.
評分方式
(a) Paper representation (35%) (b) Final report (50%) (c) Class performance (15%)
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction |
| 第 2 週 | The concept of optimal method 1 |
| 第 3 週 | The concept of optimal method 2 |
| 第 4 週 | LP/ NLP with Lingo Code |
| 第 5 週 | Multi-objective Decision Making – Goal Programming |
| 第 6 週 | The review of GP Paper study–2009 Decision-maker's preferences modelling within the goal-programming model- a new typology [student] |
| 第 7 週 | Speeches by experts or scholars [OR research] |
| 第 8 週 | Holiday |
| 第 9 週 | Multi-objective Decision Making – Interval Goal programming Paper study: 1995 Expanding the flexibility of goal programming via preference modeling techniques [teacher] |
| 第 10 週 | Multi-choice goal programming Paper study–2007 Multi-choice goal programming [student] |
| 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] |
| 第 12 週 | Robust optimization (RO) 1 Paper study-2004 Price of Robustness.pdf [teacher] |
| 第 13 週 | Robust optimization (RO) 2 Paper study–2011 Comparative Theoretical and Computational Study on Robust [teacher] |
| 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] |
| 第 15 週 | Speeches by experts or scholars [Medical Research] |
| 第 16 週 | Final Report |
| 第 17 週 | Flexible individual discuss 1 |
| 第 18 週 | Flexible individual discuss 2 |
教科書
1. Teaching PowerPoint materials 2. Selected papers
Office Hours
- 地點
- M316
- 時間
- Wed. 13:10-16:30
- 聯絡方式
- haoclu@nycu.edu.tw