課程資訊
課程名稱
水資源系統分析
Water Resources System Analysis 
開課學期
106-1 
授課對象
工學院  水利工程組  
授課教師
游景雲 
課號
CIE7040 
課程識別碼
521EM3890 
班次
 
學分
3.0 
全/半年
半年 
必/選修
選修 
上課時間
星期一7,8,9(14:20~17:20) 
上課地點
土研405 
備註
本課程以英語授課。
限本系所學生(含輔系、雙修生)
總人數上限:34人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1061WRS 
課程簡介影片
 
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課程概述

This course is intended to develop a student’s ability to quantitatively and qualitatively evaluate approaches to water resource management in terms of their technical feasibility, economic merits, and public policy implications. We will discuss the fundamental optimization theories and the application potentials for water resources and environmental systems planning, resources conservation, and pollution control. The operational research techniques, including linear programming, dynamic programming, nonlinear programming, stochastic programming and multi-objective programming, will be introduced. Both engineering and economic principles will be incorporated into optimization exercises that are used as a means of policy analysis. Most examples cover typical planning, design, and operation problems for water resources and environmental infrastructure with regard to complex multidisciplinary decision-making. Water resources system models addressing the interfaces and interactions between the built environment and the natural systems will be emphasized. Students are expected to finish a term-project according to their research interest to demonstrate their understanding of the course contents. 

課程目標
You are supposed to understand:
1) Introduce water resources systems modeling approach.
2) Classical theory of maxima and minima
3) Linear Programming
4) Nonlinear Programming
5) Dynamic Programming
6) Optimization software
7) Policy instruments and regulation
8) Decision making theory & uncertainty
9) Stochastic programming
10) Discussion of water resource management and planning
 
課程要求
Assignments 40%
Mid-term Exam 25%
Term Project 35%
Participation 5%
 
預期每週課後學習時數
 
Office Hours
 
指定閱讀
待補 
參考書目
1. Loucks DP, van Beek E, Water resources systems planning and management: an introduction to methods, models and applications. UNESCO, 2005, Paris. Available online: http://ecommons.library.cornell.edu/handle/1813/2804
2. Luenberger D., Linear and Nonlinear Programming, Addison-Wesley.
3. Miranda, Mario J. and Paul Fackler, Applied Computational Economics and Finance, MIT Press: Cambridge, MA, 2002
4. Daniel P. Loucks, Jery R. Stedinger, Douglas A. Haith, Water Resources Systems Planning and Analysis , Prentice Hall, 1981
5. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge,U.K.: Cambridge Univ. Press. Available online: http://www.stanford.edu/~boyd/cvxbook/
6. Pike R. Optimization for engineering systems. New York: Van Nostrand Reinhold, 1986. Available online: http://www.mpri.lsu.edu/bookindex.html
7. G. V. Reklaitis,A. Ravindran, and K.M. Ragsdell, Engineering optimization methods and application. Wiley, New York, 1983
 
評量方式
(僅供參考)
   
課程進度
週次
日期
單元主題
第1週
9/11  Introduction of Water Resources System 
第2週
9/18  1.System Concept Reservoir Operation
2.Basic concept of optimization  
第3週
9/25  1.Linear System
2. Basic terminology,Convexity and concavity (appendix B Luenberger)
 
第4週
10/02  1. Linear Programming
2. Introduction of Irrigation Problem 
第6週
10/16  Linear Programming 
第7週
10/23  1.Linear Programming
2. GAMS 
第8週
10/30  Two-Phase Simplex
GAMS 
第9週
11/06  Two-phase simplex
Duality
Reservoir 
第11週
11/20  Nonlinear Programming 
第12週
11/27  Nonlinear Programming (Unconstrained) 
第14週
12/11  Lagrange Multipliers 
第15週
12/18  Dynamic programming 
第16週
12/25  Matlab & Regulation