Pricing Strategy of Car-Hailing Platform with Maximizing Social Welfare

Tian-Zhu Hu, Yong Zhang, Ming-shi Cheng
{"title":"Pricing Strategy of Car-Hailing Platform with Maximizing Social Welfare","authors":"Tian-Zhu Hu, Yong Zhang, Ming-shi Cheng","doi":"10.1109/ICFIE.2019.8907775","DOIUrl":null,"url":null,"abstract":"From the government's point of view, this paper studies the platform pricing strategy based on the maximization of social welfare for the car-hailing platform, drivers and passengers. To this end, the queuing theory and the process of birth and death process are used to describe the flow process of the driver in the car-hailing platform, and the price generation mechanism of the existing platform is simulated according to the dynamic pricing strategy to construct the social welfare maximization model. Secondly, The Brouwer fixed-point theorem examines the existence of the model solution. Finally, based on the fmincon function in Matlab, the model is solved. Research shows that the established model can not only calculate the optimal pricing strategy of the platform, but also analyze the impact of changes in basic parameters (average riding time, probability of drivers leaving the system, etc.) on the platform pricing strategy.","PeriodicalId":174901,"journal":{"name":"2019 6th International Conference on Frontiers of Industrial Engineering (ICFIE)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 6th International Conference on Frontiers of Industrial Engineering (ICFIE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICFIE.2019.8907775","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

From the government's point of view, this paper studies the platform pricing strategy based on the maximization of social welfare for the car-hailing platform, drivers and passengers. To this end, the queuing theory and the process of birth and death process are used to describe the flow process of the driver in the car-hailing platform, and the price generation mechanism of the existing platform is simulated according to the dynamic pricing strategy to construct the social welfare maximization model. Secondly, The Brouwer fixed-point theorem examines the existence of the model solution. Finally, based on the fmincon function in Matlab, the model is solved. Research shows that the established model can not only calculate the optimal pricing strategy of the platform, but also analyze the impact of changes in basic parameters (average riding time, probability of drivers leaving the system, etc.) on the platform pricing strategy.
社会福利最大化的网约车平台定价策略
本文从政府角度出发,研究基于网约车平台、司机和乘客社会福利最大化的平台定价策略。为此,利用排队论和生死论过程来描述网约车平台中驾驶员的流动过程,并根据动态定价策略模拟现有平台的价格生成机制,构建社会福利最大化模型。其次,利用browwer不动点定理检验了模型解的存在性。最后,基于Matlab中的fmincon函数对模型进行求解。研究表明,所建立的模型不仅可以计算出平台的最优定价策略,还可以分析基本参数(平均乘车时间、司机离开系统概率等)的变化对平台定价策略的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信