課程資訊
課程名稱
運輸工程特論
Special Topics in Transportation Engineering 
開課學期
104-2 
授課對象
工學院  交通工程組  
授課教師
朱致遠 
課號
CIE7204 
課程識別碼
521 M5280 
班次
 
學分
全/半年
半年 
必/選修
選修 
上課時間
星期三7,8,9(14:20~17:20) 
上課地點
博雅402 
備註
初選不開放。
限碩士班以上
總人數上限:15人 
 
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課程概述

本課程介紹運輸最佳化的進階課題,內容包括:路網可靠度、車輛派遣問題、大眾運輸排班、運輸設施生命週期管理、以及行人模擬,學生將研讀相關期刊論文、撰寫作業、以及完成課程專題。課程作業使用AMPL數學模式語言、Python程式語言搭配Gurobi數學規劃求解軟體。 

課程目標
本課程之目的在於使學生瞭解運輸最佳化的進階課題以及獲得解決相關問題的能力。 
課程要求
作業Assignment 60%
期末報告Final Project 40%
 
預期每週課後學習時數
 
Office Hours
另約時間 
參考書目
無 
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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