課程資訊
課程名稱
水資源系統分析
Water Resources System Analysis 
開課學期
103-1 
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
521 M3890 
班次
 
學分
全/半年
半年 
必/選修
選修 
上課時間
星期一6,7,8(13:20~16:20) 
上課地點
土研407 
備註
與徐年盛合開
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/1031_WRSA 
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

 
預期每週課後學習時數
 
Office Hours
另約時間 
指定閱讀
Course Notes 
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)
 
No.
項目
百分比
說明
1. 
Assignments 
40% 
 
2. 
Mid-term Exam  
25% 
 
3. 
Term Project 
35% 
 
4. 
Participation 
5% 
 
 
課程進度
週次
日期
單元主題
第1週
9/15  Introduction
1. Course Introduction
2. System Concept
3. Water Resources Management and planning
 
第2週
9/22  Mathematical Programming & application;
Basic theory
1. Classical theory of maxima and minima
2. Example of simple optimization
Software Installation
1. Excel
2. GAMS
3. Matlab
 
第3週
9/29  Review or Linear Algebra; Mathematic background: Set Theory, Linearity & Nonlinearity, Convexity and concavity; GAMS Applications
 
第4週
10/06  Linear Programming: Introduction and basic property; Reservoir Operation
 
第5週
10/13  晚上上課, 6:00-9:00:
Simplex Method, Reservoir Operation Example 
第6週
10/20  停課 
第7週
10/27  Two Phase Simplex, Duality, Irrigation Problem 
第8週
11/03  徐老師上課
水工210 
第9週
11/10  Non-linear Programming
1. Interior method
2. 1st order necessary condition & 2nd order condition
3. Minimization and Maximization of Convex Function
4. Basic descent methods.
 
第10週
11/17  Conjugate direction method. Qusai_Newton, WEAP 
第11週
11/24  Constrained Nonlinear Programming 
第12週
12/01  Environmental Policy, Dynamic Programming 
第13週
12/08  Matlab, BCA 
第14週
12/15  Matlab參考資料:
http://www.ecaa.ntu.edu.tw/weifang/matlab%20tutor/matlab_tutor.htm