2020
DOI: 10.1109/access.2019.2961930
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Bus Scheduling of Overlapping Routes With Multi-Vehicle Types Based on Passenger OD Data

Abstract: To mitigate the problems caused by bus route overlap in the transit network, this paper proposes a new scheduling method with both large and small vehicle types based on passenger OD (Origin-Destination) data. The minimum of total cost of passenger travel time and bus company operation is taken as the optimization objective, departure intervals and vehicle types are taken as the optimization variables. The impact of route overlap on passenger travel time is analyzed. A heuristic algorithm is developed to solve… Show more

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Cited by 14 publications
(9 citation statements)
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“…e Adj R 2 can avoid this phenomenon, as the number of parameters (K) is also taken into consideration as shown in (2).…”
Section: Boarding Time and Alighting Time Estimation Modelsmentioning
confidence: 99%
See 1 more Smart Citation
“…e Adj R 2 can avoid this phenomenon, as the number of parameters (K) is also taken into consideration as shown in (2).…”
Section: Boarding Time and Alighting Time Estimation Modelsmentioning
confidence: 99%
“…It includes the total passenger boarding and alighting time and the time needed to open and close doors. In recent years, the use of advanced traffic detection technique, such as the vehicle navigation system based on GPS and automatic passenger counter, offers a far more convenient and efficient data source, which makes it feasible to conduct the transit travel pattern and reliability analysis reasonably [1][2][3][4][5].…”
Section: Introductionmentioning
confidence: 99%
“…This would cause large discrepancy of the crowdedness among buses, dwell time fluctuation and even bus bunching. (iii) In the long run, it would undermine the bus operation reliability and public transit attractiveness [1]- [3].…”
Section: Introduction a Backgroundmentioning
confidence: 99%
“…When two buses arrive at the overlapping interval successively, there may be a phenomenon that more passengers board on one bus A, and fewer passengers board on the other bus, B. In this case, bus A would be crowded, which reduces the service quality of public transport, while the vacancy rate of bus B would be large, resulting in a waste of resources ( 1 ). (ii) The overlap of bus lines means that there are too many buses on the road, increasing the road load and causing traffic congestion.…”
mentioning
confidence: 99%
“…For the overlap of bus lines, Bie et al ( 1 ) proposed a new bus scheduling method with both small and large vehicle types based on the overlapping interval. Yao et al ( 22 ) studied the problem of bus line allocation under the background of overlapping intervals and proposed a method of urban bus line allocation considering the user equilibrium for operators.…”
mentioning
confidence: 99%