An Agent-Based Model for Dispatching Real-Time Demand-Responsive Feeder Bus
Joint Authors
Wei, Ming
Li, Xin
Hu, Jia
Yuan, Yun
Jiang, Huifu
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-03-26
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This research proposed a feeder bus dispatching tool that reduces rides’ effort to reach a feeder bus.
The dispatching tool takes in real-time user specific request information and optimizes total cost accordingly (passenger access time cost and transit operation cost) by choosing the best pick-up locations and feeder buses’ routes.
The pick-up locations are then transmitted back to passengers along with GPS guidance.
The tool fits well with the Advanced Traveler Information Services (ATIS) which is one of the six high-priority dynamic mobility application bundles currently being promoted by the United State Department of Transportation.
The problem is formulated into a Mixed Integer Programming (MIP) model.
For small networks, out-of-the-shelf commercial solvers could be used for finding the optimal solution.
For large networks, this research developed a GA-based metaheuristic solver which generates reasonably good solutions in a much shorter time.
The proposed tool is evaluated on a real-world network in the vicinity of Jiandingpo metro station in Chongqing, China.
The results demonstrated that the proposed ATIS tool reduces both buses operation cost and passenger walking distance.
It is also able to significantly bring down computation time from more than 1 hour to about 1 min without sacrificing too much on solution optimality.
American Psychological Association (APA)
Li, Xin& Wei, Ming& Hu, Jia& Yuan, Yun& Jiang, Huifu. 2018. An Agent-Based Model for Dispatching Real-Time Demand-Responsive Feeder Bus. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1208610
Modern Language Association (MLA)
Li, Xin…[et al.]. An Agent-Based Model for Dispatching Real-Time Demand-Responsive Feeder Bus. Mathematical Problems in Engineering No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1208610
American Medical Association (AMA)
Li, Xin& Wei, Ming& Hu, Jia& Yuan, Yun& Jiang, Huifu. An Agent-Based Model for Dispatching Real-Time Demand-Responsive Feeder Bus. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1208610
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208610