課程名稱 |
都市與區域發展決策分析 Decision Making for Urban and Regional Development |
開課學期 |
106-2 |
授課對象 |
理學院 地理環境資源學研究所 |
授課教師 |
林楨家 |
課號 |
Geog7093 |
課程識別碼 |
228 M2710 |
班次 |
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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 |
地理405 |
備註 |
本課程中文授課,使用英文教科書。 總人數上限:15人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1062Geog7093_DM |
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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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
本課程採講授與討論方式,介紹都市與區域發展的決策分析方法,決策內容著重於發展與方案的規劃,例如土地使用、運輸網絡或公共設施之區位布設。具體的主題包括「線性規劃(linear programming)」、「整數規劃(integer programming)」、「多目標規劃(multi-objective programming)」、「不確定性規劃(programming under uncertainty)」、「非線性規劃(nonlinear programming)」等理論基礎與方法技巧,並經由案例介紹與練習獲得在都市與區域發展規劃決策上的應用經驗。 |
課程目標 |
1. 使學生具備進行都市與區域發展規劃決策的量性規範分析方法;
2. 使學生具備選擇或建立合適分析方法的能力;
3. 提供學生實際操作各種常用分析方法的經驗。
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課程要求 |
1.上課表現:5%;
2.作業:40%;
3.文獻導讀1:5%
3.文獻導讀2:10%;
4.期末報告佔40%。
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預期每週課後學習時數 |
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Office Hours |
另約時間 備註: E-mail: jenjia@ntu.edu.tw |
指定閱讀 |
•Winston, W.L. (2003), Introduction to Mathematical Programming: Applications and Algorithms, 4th edition, Wadsworth, Inc., Belmont, CA.
•張乃斌 (2002),「環境系統分析原理」,上下冊,茂昌圖書有限公司,台北。 |
參考書目 |
• Abdelaziz, F. B., Aouni, B, Fayedh, R. E., 2007, “Multi-objective stochastic
programming for portfolio selection,” European Journal of Operational Research,
177: 1811-1823.
• Feng, C.M. and Lin, J.J. (1999), “Using a genetic algorithm to generate
alternative sketch maps for urban planning”, Computers, Environment and Urban
Systems, 23(2): 91-108.
• Lin, J. J. and Liao, R. Y. (2016), “Bikeway network design model for
recreational bicycling in scenic areas,” Networks and Spatial Economics, 16(1):
9-31.
• Lin, J. J. and Liu, Y. H. (2012), “Developing regional cooperation strategies
by multi-criteria decision making approaches,” Annals of Regional Science,
49:191-211.
• Lin, J. J. and Wong, H. I. (2014), “Optimization of a feeder-bus route design
by using a multiobjective programming approach,” Transportation Planning and
Technology, 37(5): 430-449.
• Lin, J.J. and Shen, Y.S. (2006), “Designing local street spacing by grey
programming,” Environment and Planning B: Planning and Design, 33(4): 601-617.
• Lin, J.J. and Yu, C.J. (2013), “A bikeway network design model for urban
areas,” Transportation, 40(1): 45-68.
• Wey, W.M. and Wu, K.Y. (2007), “Using ANP priorities with goal programming in
resource allocation in transportation,” Mathematical and Computer Modeling, 46:
985-1000.
• Williams, H.P. (2013), Modeling Building in Mathematical Programming, 5th ed.,
John Willey & Sons Ltd., West Sussex, England.
• Winston, W.L. (2003), Introduction to Mathematical Programming: Applications
and Algorithms, 4th edition, Wadsworth, Inc., Belmont, CA.
• 林楨家、謝瓊慧 (2003),「以覆蓋模式分析震災臨時避難場所之配置規劃」,都市與計劃,第
30卷,第4期,325-345頁。
• 張乃斌 (2002),「環境系統分析原理」,上下冊,茂昌圖書有限公司,台北。
• 馮正民、林楨家 (2008),「都市及區域分析方法」,第二版,建都文化事業股份有限公司,新
竹。
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評量方式 (僅供參考) |
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週次 |
日期 |
單元主題 |
第1週 |
02/26 |
Introduction: overview; normative study
Syllabus; Lin and Yu (2013) |
第2週 |
03/05 |
Linear programming 1: basis, simplex algorithm
馮正民與林楨家(2008), Ch. 10; 張乃斌 (2002), Ch. 2; Winston (2003), Ch. 3-4 |
第3週 |
03/12 |
Linear programming 2: sensitivity analysis, LINGO
張乃斌 (2002), Ch. 2; Winston (2003), Ch. 5-6 |
第4週 |
03/19 |
Integer programming
張乃斌 (2002), Ch. 4; Winston (2003), Ch. 9; 林楨家與謝瓊慧 (2003) |
第5週 |
03/26 |
Term paper presentation 1: decision making problem & key paper review |
第6週 |
04/02 |
Holiday! |
第7週 |
04/09 |
Formulation and discussions
Williams (2013), Ch. 12-14 |
第8週 |
04/16 |
Multiple objective programming 1: definition, problem types 1 & 2
張乃斌 (2002), Ch. 8; Wey and Wu (2007) |
第9週 |
04/23 |
Multiple objective programming 2: problem types 3 & 4
張乃斌 (2002), Ch. 8; Lin and Liao (2016) |
第10週 |
04/30 |
Programming under uncertainty: stochastic
張乃斌 (2002), Ch. 9; Abdelaziz et al (2007) |
第11週 |
05/07 |
Term paper presentation 2: model design |
第12週 |
05/14 |
Programming under uncertainty: fuzzy
張乃斌 (2002), Ch. 10; Lin and Wong (2014) |
第13週 |
05/21 |
Programming under uncertainty: grey
張乃斌 (2002), Ch. 11; Lin and Liu (2012) |
第14週 |
05/28 |
Nonlinear programming 1: basis, heuristic algorithms
張乃斌 (2002), Ch. 5; Winston (2003), Ch. 12; Lin and Shen (2006) |
第15週 |
06/04 |
Nonlinear programming 2: meta-heuristic algorithms
Winston (2003), Ch. 14; Feng and Lin (1999) |
第16週 |
06/11 |
Term paper presentation 3: case study |
第17週 |
06/18 |
Hand in term paper on 06/19 |
第18週 |
06/25 |
Happy summer vacation! |
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