A Decision-Making Model Using Machine Learning for Improving Dispatching Efficiency in Chengdu Shuangliu Airport
Joint Authors
Chen, Shuhang
Qian, Yingmiao
Li, Jianchang
Ren, Qinxin
Zhu, Jinfu
Yuan, Ruijia
Su, Hao
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-12-16
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
Due to the increasing number of people traveling by air, the passenger flow at the airport is increasing, and the problem of passenger drop-off and pickup has a huge impact on urban traffic.
The difficulty of taking a taxi at the airport is still a hot issue in the society.
Aiming at the problem of optimizing the allocation of taxi resource, this paper is based on the cost-benefit analysis method to determine the factors that affect the taxi driver’s decision-making.
The mathematical methods such as function equation, BP neural network algorithm, and queuing theory were used to establish a complete decision-making model for taxi drivers and an optimization model of dispatching efficiency at the airport.
A conclusion has been drawn that the allocation of airport taxi resource should be arranged closely related to drivers’ revenue and the layout of airport line.
American Psychological Association (APA)
Qian, Yingmiao& Chen, Shuhang& Li, Jianchang& Ren, Qinxin& Zhu, Jinfu& Yuan, Ruijia…[et al.]. 2020. A Decision-Making Model Using Machine Learning for Improving Dispatching Efficiency in Chengdu Shuangliu Airport. Complexity،Vol. 2020, no. 2020, pp.1-16.
https://search.emarefa.net/detail/BIM-1143064
Modern Language Association (MLA)
Qian, Yingmiao…[et al.]. A Decision-Making Model Using Machine Learning for Improving Dispatching Efficiency in Chengdu Shuangliu Airport. Complexity No. 2020 (2020), pp.1-16.
https://search.emarefa.net/detail/BIM-1143064
American Medical Association (AMA)
Qian, Yingmiao& Chen, Shuhang& Li, Jianchang& Ren, Qinxin& Zhu, Jinfu& Yuan, Ruijia…[et al.]. A Decision-Making Model Using Machine Learning for Improving Dispatching Efficiency in Chengdu Shuangliu Airport. Complexity. 2020. Vol. 2020, no. 2020, pp.1-16.
https://search.emarefa.net/detail/BIM-1143064
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1143064