Train Timetable Problem on a Single-Line Railway With Fuzzy Passenger Demand

被引:105
|
作者
Yang, Lixing [1 ]
Li, Keping [1 ]
Gao, Ziyou [1 ]
机构
[1] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
基金
中国国家自然科学基金;
关键词
Branch-and-bound algorithm; fuzzy variable; goal programming; simulation; train timetable problem; FREIGHT RAILROADS; MODEL; ALGORITHMS; TRACK;
D O I
10.1109/TFUZZ.2008.924198
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of the train timetable problem is to determine arrival and departure times at each station so that no collisions will happen between different trains and the resources can be utilized effectively. Due to uncertainty of real systems, train timetables have to be made under an uncertain environment under most circumstances. This paper mainly investigates a passenger train timetable problem with fuzzy passenger demand on a single-line railway in which two objectives, i.e., fuzzy total passengers' time and total delay time, are considered. As a result, an expected value goal-programming model is constructed for the problem. A branch-and-bound algorithm based on the fuzzy simulation is designed in order to obtain an optimal solution. Finally, some numerical experiments are given to show applications of the model and the algorithm.
引用
收藏
页码:617 / 629
页数:13
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