課程資訊
課程名稱
決策方法與應用
Decision Methods and Industrial Applications 
開課學期
101-2 
授課對象
工學院  工業工程學研究所  
授課教師
吳政鴻 
課號
IE5051 
課程識別碼
546EU0680 
班次
 
學分
全/半年
半年 
必/選修
選修 
上課時間
星期一5,6,7(12:20~15:10) 
上課地點
國青233 
備註
本課程以英語授課。
總人數上限:30人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1012DDM 
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課程概述

This is an application oriented course on dynamic decision making. We will emphasize the use of dynamic decision methods in theory and practice, specially when uncertainties and multiple decision makers are issues. These methods are widely used and covered in other courses, including decision analysis, stochastic optimization methods, and game theory. However, none of the previous courses emphasize on the dynamic interaction between decision makers and between decisions in different time periods. Different from other courses in decision making, this course will focus on the multiple period, multiple decision maker decision problems. We will also emphasize on the modeling of uncertainties in multi-period decision making problems.

General knowledge of probability theory, stochastic processes, and operations research is assumed. Applications considered in this course include supply chain coordination, revenue management, and technology management. owever, the topics discussed also have wide applications to many other financial and economic systems. 

課程目標
— Model problems in which decision making is an issue
— Construct and solve multi-period decision making problems
— Know how to include randomness in multi-period decision-making problems
— Understand basic stochastic dynamic programming
— Understand basic game theory and its application to dynamic decision problems 
課程要求
Background in college level calculus, computer prgrams, mathematical analysis, and operations research is "required". 
預期每週課後學習時數
 
Office Hours
 
指定閱讀
 
參考書目
— R. T. Clemen, Making Hard Decisions: An Introduction to Decision Analysis, 2nd edition, South-Western College Pub, 1997
— E. Denardo, Dynamic Programming: Models and Applications, 1982 (out of print)
— L. Pepall, D. Richards, and G. Morman, Industrial Organization: Contemporary Theory and Empirical Applications, 4th edition, Wiley-Blackwell, 2008 
評量方式
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