DOIONLINE

DOIONLINE NO - IJAECS-IRAJ-DOIONLINE-14461

Publish In
International Journal of Advances in Electronics and Computer Science-IJAECS
Journal Home
Volume Issue
Issue
Volume-5,Issue-12  ( Dec, 2018 )
Paper Title
On-Demand Bus Scheduling with Service Time Window based on Genetic Algorithm
Author Name
Jia Yu, Tomohiro Murata
Affilition
Graduate School of Information, Production and Systems, Waseda University, Japan
Pages
42-46
Abstract
Nowadays, the number of old people who can’t drive in various areas is increasing, and the fixed schedule of existing traditional bus system can’t offer door-to-door service, so the on-demand bus service is necessary. In this paper, a multi-objective mathematical model is built not only considering the travel cost but also considering the service level and fairness of users. Finally, the realistic data from map is set to verify the effect of the proposed method. And the scheduling performance and scalability of the proposed method is evaluated. The results of sensitivity analysis are important to make decisions for on-demand bus companies. Keywords - On-demand Bus; vehicle scheduling problem, multi-objective Genetic Algorithm; k-opt; service level; fairness.
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