A novel approach to the optimization of a public bus schedule using k-means and a genetic algorithm

Y Shima, RA Kadir, FH Ali - IEEE Access, 2021 - ieeexplore.ieee.org
With the continuing economic growth of developing countries, the populations of their urban
areas are increasing dramatically. In view of this trend, the optimization of bus service …

A model for the stop planning and timetables of customized buses

J Ma, Y Zhao, Y Yang, T Liu, W Guan, J Wang, C Song - PloS one, 2017 - journals.plos.org
Customized buses (CBs) are a new mode of public transportation and an important part of
diversified public transportation, providing advanced, attractive and user-led service. The …

Bus scheduling timetable optimization based on hybrid bus sizes

H Yu, H Ma, H Du, X Li, R Xiao, Y Du - … Presented at the 17th UK Workshop …, 2018 - Springer
For bus carriers, it is the most basic and important problem to create the bus scheduling
timetable based on bus fleet configuration and passenger flow demand. Considering …

Dynamic optimization of bus line schedule in commuter corridor based on bus IC card data

Z Li, H Xu, S Qiu, J Liu, K Yang… - Journal of Advanced …, 2022 - Wiley Online Library
The aim of this study was to explore the bus operating state of the city bus passenger
corridor, taking the minimum bus operating cost and passenger travel cost as the objective …

Urban bus scheduling optimization based on simulated anneal-adaptive cuckoo search algorithm

LAI Yuan-wen, Z Jie - Journal of Transportation Systems Engineering …, 2021 - tseit.org.cn
In order to improve the operation efficiency of urban public transport, a public transport
scheduling optimization model based on the Simulated Annealing-adaptive Cuckoo Search …

The optimization of bus scheduling based on genetic algorithm

D Tan, J Wang, H Liu, X Wang - … 2011 International Conference …, 2011 - ieeexplore.ieee.org
With the further development of intelligent transportation systems and artificial intelligence
techniques, the related bus scheduling method also in-depth study. In order to obtain a …

A memetic algorithm to optimize bus timetable with unequal time intervals

P Gao, X Zuo, Q Bian, X Zhao - Proceedings of the genetic and …, 2019 - dl.acm.org
An appropriate bus timetable is vital for bus enterprises to improve service quality and save
operational cost. Most existing literature on bus timetable optimization divide a whole day …

Bus operations scheduling subject to resource constraints using evolutionary optimization

K Gkiotsalitis, R Kumar - Informatics, 2018 - mdpi.com
In public transport operations, vehicles tend to bunch together due to the instability of
passenger demand and traffic conditions. Fluctuation of the expected waiting times of …

Dynamic bus scheduling of multiple routes based on joint optimization of departure time and speed

Y Liu, X Luo, S Cheng, Y Yu… - Discrete Dynamics in …, 2021 - Wiley Online Library
Dynamic bus scheduling is a rational solution to the urban traffic congestion problem. Most
previous studies have considered a single bus line, and research on multiple bus lines …

A two-stage optimization approach for subscription bus services network design: the China case

W Huang, B Shuai, E Antwi - Public Transport, 2019 - Springer
Subscription bus services (SBS) is a convenient and low-carbon rapid transport mode for
passengers' daily commute. The network design becomes a vital problem because it closely …