Title :
Coordinated Optimization of Community Shuttle Timetable Joint for Metros Based on Genetic Algorithm
Author :
Xiong Jie ; Guan Wei ; Zheng Bin ; He Shuyan ; Yin Tingting
Author_Institution :
Beijing Jiaotong Univ., Beijing, China
Abstract :
Community shuttle plays an important role in public transit microcirculation, and developing an optimal timetable for the community shuttle to make it dovetail with the metro schedule well is an important job. The paper presents a solution for coordinated timetable designing problem with the objective of minimizing the total cost, including user cost and shuttle supplier cost. User cost can be divided into four parts further: user access cost, in-vehicle cost, wait cost and transfer cost, where wait cost and supplier cost are related to the shuttle headway directly, and transfer cost is related to the timetable generated by the headway. So in the process of solving the problem, a heuristic algorithm is developed to determine the minimized transfer cost for a given headway, then a genetic algorithm is used to determine the optimal headway. At last, a case study based on passenger count data of an existing route served for Tian Tongyuan Community in Beijing is presented. The result shows that the optimal timetable obtained from the model saves much cost compared with the existing timetable.
Keywords :
genetic algorithms; transportation; community shuttle timetable joint; coordinated optimization; coordinated timetable designing problem; genetic algorithm; heuristic algorithm; in-vehicle cost; minimized transfer cost; optimal timetable; passenger count data; public transit microcirculation; shuttle headway; shuttle supplier cost; user access cost; wait cost; Communities; Educational institutions; Genetic algorithms; Mathematical model; Optimization; Vehicles; coordinated timetable; cost; headway; shuttle;
Conference_Titel :
Intelligent System Design and Engineering Applications (ISDEA), 2013 Third International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-4893-5
DOI :
10.1109/ISDEA.2012.121