課程名稱 |
水資源系統分析 Water Resources System Analysis |
開課學期 |
104-1 |
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 |
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學分 |
3 |
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/1041WRS |
課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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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
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課程要求 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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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
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評量方式 (僅供參考) |
No. |
項目 |
百分比 |
說明 |
1. |
Assignments |
40% |
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2. |
Mid-term Exam |
25% |
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3. |
Term Project |
35% |
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4. |
Participation |
5% |
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週次 |
日期 |
單元主題 |
第1週 |
9/14 |
Introduction
1. Course Introduction
2. System Concept
3. Water Resources Management and planning |
第2週 |
9/21 |
Basic theory
1. Classical theory of maxima and minima
2. Example of simple optimization
3. Water Resources System
Software Installation
1. Excel
2. GAMS
3. Matlab
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第3週 |
9/28 |
Holiday... |
第4週 |
10/05 |
Review of Linear Algebra
Mathematic background: Convexity and concavity |
第5週 |
10/12 |
The fundamental of Linear Programming |
第6週 |
10/19 |
Simplex method |
第7週 |
10/26 |
Two-phase Simplex,
Duality,
Reservoir operation |
第8週 |
11/02 |
WEAP: Water Evaluation And Planning System
https://www.youtube.com/watch?v=D7YS1miuSZM |
第9週 |
11/09 |
OFF |
第10週 |
11/16 |
1. Dual-Simplex Method
2. Nonlinear Programming
3. Review of Engineering Economics |
第11週 |
11/23 |
Unconstrained NLP
1. Conjugate Gradient Method
2. Quasi Newton Method
Constrained NLP
1. Lagrange Multiplier
2. KKT condition |
第12週 |
11/30 |
Dynamic Programming |
第13週 |
12/07 |
Midterm |
第14週 |
12/14 |
Policy Tool
Matlab Optimization |
第16週 |
12/28 |
Standards vs standards |
第17週 |
1/04 |
Application |
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