Research on Taxi Pricing Model and Optimization for Carpooling Detour Problem
This paper builds a multiobjective optimization model for solving the taxi carpooling with detour problem and designs a genetic algorithm to determine a fair pricing scheme for riders and drivers. The researches show that it is feasible to share a taxi with detour. It is the key to determine appropr...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2019-01-01
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| Series: | Journal of Advanced Transportation |
| Online Access: | http://dx.doi.org/10.1155/2019/3867874 |
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| _version_ | 1832558750715609088 |
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| author | Wei Zhang Ruichun He Yong Chen Mingxia Gao Changxi Ma |
| author_facet | Wei Zhang Ruichun He Yong Chen Mingxia Gao Changxi Ma |
| author_sort | Wei Zhang |
| collection | DOAJ |
| description | This paper builds a multiobjective optimization model for solving the taxi carpooling with detour problem and designs a genetic algorithm to determine a fair pricing scheme for riders and drivers. The researches show that it is feasible to share a taxi with detour. It is the key to determine appropriate carpooling payment ratio and detour carpooling payment ratio. The ratio of detour distance to travel distance has an important influence on detour carpooling. It should be limited to less than certain values. Payment ratios and the maximum value of the ratio of detour distance to travel distance are determined by the method proposed in this paper. The method can ensure benefits of passengers and drivers, which makes detour carpooling a reality. These conclusions and the method have a certain guiding significance for formulating taxi policy. |
| format | Article |
| id | doaj-art-b612a9c0077841af86c9141285c173a1 |
| institution | Kabale University |
| issn | 0197-6729 2042-3195 |
| language | English |
| publishDate | 2019-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Advanced Transportation |
| spelling | doaj-art-b612a9c0077841af86c9141285c173a12025-02-03T01:31:42ZengWileyJournal of Advanced Transportation0197-67292042-31952019-01-01201910.1155/2019/38678743867874Research on Taxi Pricing Model and Optimization for Carpooling Detour ProblemWei Zhang0Ruichun He1Yong Chen2Mingxia Gao3Changxi Ma4School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, ChinaSchool of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, ChinaSchool of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, ChinaSchool of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, ChinaSchool of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, ChinaThis paper builds a multiobjective optimization model for solving the taxi carpooling with detour problem and designs a genetic algorithm to determine a fair pricing scheme for riders and drivers. The researches show that it is feasible to share a taxi with detour. It is the key to determine appropriate carpooling payment ratio and detour carpooling payment ratio. The ratio of detour distance to travel distance has an important influence on detour carpooling. It should be limited to less than certain values. Payment ratios and the maximum value of the ratio of detour distance to travel distance are determined by the method proposed in this paper. The method can ensure benefits of passengers and drivers, which makes detour carpooling a reality. These conclusions and the method have a certain guiding significance for formulating taxi policy.http://dx.doi.org/10.1155/2019/3867874 |
| spellingShingle | Wei Zhang Ruichun He Yong Chen Mingxia Gao Changxi Ma Research on Taxi Pricing Model and Optimization for Carpooling Detour Problem Journal of Advanced Transportation |
| title | Research on Taxi Pricing Model and Optimization for Carpooling Detour Problem |
| title_full | Research on Taxi Pricing Model and Optimization for Carpooling Detour Problem |
| title_fullStr | Research on Taxi Pricing Model and Optimization for Carpooling Detour Problem |
| title_full_unstemmed | Research on Taxi Pricing Model and Optimization for Carpooling Detour Problem |
| title_short | Research on Taxi Pricing Model and Optimization for Carpooling Detour Problem |
| title_sort | research on taxi pricing model and optimization for carpooling detour problem |
| url | http://dx.doi.org/10.1155/2019/3867874 |
| work_keys_str_mv | AT weizhang researchontaxipricingmodelandoptimizationforcarpoolingdetourproblem AT ruichunhe researchontaxipricingmodelandoptimizationforcarpoolingdetourproblem AT yongchen researchontaxipricingmodelandoptimizationforcarpoolingdetourproblem AT mingxiagao researchontaxipricingmodelandoptimizationforcarpoolingdetourproblem AT changxima researchontaxipricingmodelandoptimizationforcarpoolingdetourproblem |