Model of optimal combination scheduling based on passengers’ willingness to pay for the demand of bus seats

Peiqun Lin; Chenxing He

doi:10.1117/12.2637663

8 May 2022 Model of optimal combination scheduling based on passengers’ willingness to pay for the demand of bus seats

Peiqun Lin, Chenxing He

Proceedings Volume 12249, 2nd International Conference on Internet of Things and Smart City (IoTSC 2022）; 122492V (2022) https://doi.org/10.1117/12.2637663
Event: 2022 2nd International Conference on Internet of Things and Smart City (IoTSC 2022）, 2022, Xiamen, China

Abstract

This paper proposes a new model of optimal combination scheduling, which has a background of the spread of highquality public transport. Considering passengers’ willingness to have a seat on the bus, we design a bus line with two kinds of bus types; one is the regular buses with few seats and flat fare, the other is the VIP buses with enough seats for everyone and a higher fare. An optimization model is formulated based on a two-party game (involving the transit enterprise and the passenger) to determine the optimal combination bus schedule of regular bus and VIP bus. The nondominated sorting genetic algorithm-II (NSGA-II) is adopted to solve the model. With numerical experiments, we demonstrate the feasibility of the mathematical model.

Citation Download Citation

Peiqun Lin and Chenxing He "Model of optimal combination scheduling based on passengers’ willingness to pay for the demand of bus seats", Proc. SPIE 12249, 2nd International Conference on Internet of Things and Smart City (IoTSC 2022）, 122492V (8 May 2022); https://doi.org/10.1117/12.2637663

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