DocumentCode
107060
Title
A Two-Objective Timetable Optimization Model in Subway Systems
Author
Xin Yang ; Bin Ning ; Xiang Li ; Tao Tang
Author_Institution
State Key Lab. of Rail Traffic Control & Safety, Beijing Jiaotong Univ., Beijing, China
Volume
15
Issue
5
fYear
2014
fDate
Oct. 2014
Firstpage
1913
Lastpage
1921
Abstract
The train timetable optimization problem in subway systems is to determine arrival and departure times for trains at stations so that the resources can be effectively utilized and the trains can be efficiently operated. Because the energy saving and the service quality are paid more attention, this paper proposes a timetable optimization model to increase the utilization of regenerative energy and, simultaneously, to shorten the passenger waiting time. First, we formulate a two-objective integer programming model with headway time and dwell time control. Second, we design a genetic algorithm with binary encoding to find the optimal solution. Finally, we conduct numerical examples based on the operation data from the Beijing Yizhuang subway line of China. The results illustrate that the proposed model can save energy by 8.86% and reduce passenger waiting time by 3.22% in comparison with the current timetable.
Keywords
genetic algorithms; integer programming; railways; Beijing Yizhuang subway line; binary encoding; departure times; dwell time control; energy saving; genetic algorithm; integer programming model; optimal solution; passenger waiting time; regenerative energy; service quality; subway systems; train timetable optimization problem; two-objective timetable optimization model; Acceleration; Educational institutions; Electricity; Energy consumption; Kinetic energy; Linear programming; Optimization; Genetic algorithm (GA); passenger waiting time; regenerative energy; subway systems; timetable optimization;
fLanguage
English
Journal_Title
Intelligent Transportation Systems, IEEE Transactions on
Publisher
ieee
ISSN
1524-9050
Type
jour
DOI
10.1109/TITS.2014.2303146
Filename
6744625
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