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課程名稱 |
運輸工程特論
Special Topics in Transportation Engineering |
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開課學期 |
106-2 |
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授課對象 |
工學院 交通工程組 |
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授課教師 |
朱致遠 |
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課號 |
CIE7204 |
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課程識別碼 |
521 M5280 |
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班次 |
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學分 |
3.0 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期三7,8,9(14:20~17:20) |
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上課地點 |
土320 |
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備註 |
初選不開放。
限碩士班以上
總人數上限：15人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1062CIE7204 |
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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 |
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課程大綱
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課程概述 |
The course covers a range of advanced topics in transportation optimization, including network reliability, vehicle routing problems, public transit scheduling, transportation infrastructure life-cycle management, and pedestrian simulation. Students will read the related journal papers, complete assignments, and undertake a course project on a selected topic. AMPL, Python, and CPLEX/Gurobi will be used for homework assignments. |
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課程目標 |
The purpose of this course is to introduce the advance topics of transportation optimization and provide knowledge for solving related problems to the students. |
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課程要求 |
Assignments 100%
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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 |
1. [MBMP] H. P. Williams, Model Building in Mathematical Programming, 5th edition, Wiley, 2013.
2. [IP] Integer Programming, L. A. Wolsey, John Wiley & Sons, Inc., 1998 (hardcopy available from NTU Library).
3. [COMB] Combinatorial optimization: algorithms and complexity, C. H. Papadimitriou and K. Steiglitz, Dover Publications, 1998 (hardcopy available from NTU Library).
4. [SIM] Simulation Modeling and Analysis, A. M. Law and W. D. Kelton, 3rd edition, McGraw-Hill, 2000 (hardcopy available from NTU Library).
5. Higle (2005), Stochastic Programming: Optimization When Uncertainty Matters, Tutorials in Operations Research.
6. Chu, J. C. and Chen, S.-C. (2015) Optimization of Transportation Infrastructure System Protection Considering Weighted Connectivity Reliability, ASCE Journal of Infrastructure Systems, in press.
7. M. L. Fisher (1981), The Lagrangian Relaxation Method for Solving Integer Programming Problems, Management Science, 27(1) (reproduced in 50(12), 2004 as part of “Ten Most Influential Papers of Management Science's First Fifty Years”).
8. Burstedde, C., Klauck, K., Schadschneider, A., & Zittartz, J. (2001). Simulation of pedestrian dynamics using a two-dimensional cellular automaton. Physica A: Statistical Mechanics and its Applications, 295(3), 507-525.
9. Chu, C.-Y. (2009), A Computer Model for Selecting Facility Evacuation Design Using Cellular Automata, Computer-Aided Civil and Infrastructure Engineering, 24(8), 608-622.
10. Chu, J. C. and Yeh, C.-Y. (2012), Emergency Evacuation Guidance Design for Complex Building Geometries, ASCE Journal of Infrastructure Systems, 18(4), 288-296.
11. Hsu, J.-J. and Chu, J. C. (2014) Long-term Congestion Anticipation and Aversion in Pedestrian Simulation using Floor Field Cellular Automata, Transportation Research Part C, 48, 195-211.
12. Chu, J. C.* and Chen, Y.-J. (2012), Optimal Threshold-based Network-level Transportation Infrastructure Life-cycle Management with Heterogeneous Maintenance Actions, Transportation Research Part B, 46(9), 1123-1143. |
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參考書目 |
N/A |
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評量方式
(僅供參考) |
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