課程目標 |
本課程主要介紹面對多準則決策時,所採用的多準則決策方法以及一些應用的案例。在單一決策問題架構下,根據決策環境與條件的說明,繼而說明決策者與分析者在相對問題中所扮演的角色,最後分析的方法則透過案例解說的方式幫助學生有深入的了解。 |
Objectives |
This course will introduce a series of multiple criteria decision making (MCDM) methods and applications. The goal of this course is to help students gain a deep practical and theoretical insight into the MCDM methods, so as to correctly apply them to solve complex decision making problems. There are two main streams of MCDM: 1. Multi-Objective Decision Making, which assumes continuous solution spaces and tries to determine optimal compromise solutions. 2. Multi-Attribute Decision Making, which solves problems with countable few decision alternatives and basically uses approaches from discrete mathematics. The main focus of this course is on the Multi-Attribute Decision Making stream and few approaches in Multi-Objective decision Making. Team works and real case studies will be emphasized in assignments and final term project. |
教材 |
暫列下列參考書目: 1. K. Yoon and C.L. Hwang (1995), Multiple Attribute Decision Making: An Introduction. Sage Pub., Thousand Oaks, CA. 2. C.L. Hwang and M.J. Lin (1987), Group Decision Making under Multiple Criteria- Methods and Applications. Springer-Verlag, Berlin. 3. C.L. Hwang and A.S.M. Masud (1979), Multiple Objective Decision Making- Methods and Applications. Springer-Verlag, Berlin. 4. C.L. Hwang and K. Yoon (1981), Multiple Attribute Decision Making- Methods and Applications. Springer-Verlag, Berlin. 5. S.J. Chen and C.L. Hwang (1992), Fuzzy Multiple Attribute Decision Making: Methods and Applications. Springer-Verlag, Berlin. 6. Y.J. Lai and C.L. Hwang (1994), Fuzzy Multiple Objective Decision Making: Methods and Applications. Springer-Verlag, Berlin. 7. 許志義,多目標決策(第二版),2003,五南圖書,台北。 8. 張保隆、周瑛琪、翁振益著,決策分析:方法與應用,2007,華泰文化。 9. Other journals papers, Theses, and additional information. |
Teaching Materials |
1. K. Yoon and C.L. Hwang (1995), Multiple Attribute Decision Making: An Introduction. Sage Pub., Thousand Oaks, CA. 2. C.L. Hwang and M.J. Lin (1987), Group Decision Making under Multiple Criteria- Methods and Applications. Springer-Verlag, Berlin. 3. C.L. Hwang and A.S.M. Masud (1979), Multiple Objective Decision Making- Methods and Applications. Springer-Verlag, Berlin. 4. C.L. Hwang and K. Yoon (1981), Multiple Attribute Decision Making- Methods and Applications. Springer-Verlag, Berlin. 5. S.J. Chen and C.L. Hwang (1992), Fuzzy Multiple Attribute Decision Making: Methods and Applications. Springer-Verlag, Berlin. 6. Y.J. Lai and C.L. Hwang (1994), Fuzzy Multiple Objective Decision Making: Methods and Applications. Springer-Verlag, Berlin. 7. 許志義,多目標決策(第二版),2003,五南圖書,台北。 8. 張保隆、周瑛琪、翁振益著,決策分析:方法與應用,2007,華泰文化。 9. Other journals papers, Theses, and additional information. |
教學內容 |
本課程旨在介紹決策的概念、偏好、及相關理論;並以方法為導向,引介多屬性決策與多目標決策中具代表性之方法;再將以上方法應用到實務問題,並強調與不同理論結合在決策之應用,使同學具備決策分析之整體概念與解決問題工具。 |
Syllabus |
This course aims to introduce the concept, preferences, and related theories of decision-making. It also introduces the well-known methods about multi-attribute decision making and multi-objective decision-making. Then, the above methods will be applied to practical problems, and stressed the combination of different theories in decision-making of the application. Wish that students could have the overall concept of decision analysis and fomilar with the problem-solving tools. |