Evolutionary Dynamics of Mandatory Lane Changing for Bus Exiting
With the development of the connected autonomous bus, the interactions between the bus and social vehicle during the mandatory lane changing for bus exiting become more diverse and complex. This research investigates the evolutionary dynamics of behavioral decision-making for the bus and social vehi...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Journal of Advanced Transportation |
| Online Access: | http://dx.doi.org/10.1155/2021/2958647 |
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| _version_ | 1832566442261741568 |
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| author | Ronghan Yao Xiaojing Du Wenyan Qi Li Sun |
| author_facet | Ronghan Yao Xiaojing Du Wenyan Qi Li Sun |
| author_sort | Ronghan Yao |
| collection | DOAJ |
| description | With the development of the connected autonomous bus, the interactions between the bus and social vehicle during the mandatory lane changing for bus exiting become more diverse and complex. This research investigates the evolutionary dynamics of behavioral decision-making for the bus and social vehicle in different scenarios. The evolutionary game model for the connected autonomous bus and social vehicle is built, as do the human-driven bus and social vehicle, and the connected autonomous bus under different penetration rates and social vehicle. The results of numerical experiments reveal that the connected autonomous bus chooses to change lanes in most instances, and the strategies of the human-driven bus show conservative tendencies. Such tendencies are weakened when the connected autonomous bus and human-driven bus are mixed. As for the social vehicle in different scenarios, the strategies that balance overall traffic safety and efficiency are promoted. This research provides some references for intelligent decision-making of lane changing in urban public transportation. |
| format | Article |
| id | doaj-art-d1e82cf980bd4ecfbdcd744f2059dc5b |
| institution | Kabale University |
| issn | 2042-3195 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Advanced Transportation |
| spelling | doaj-art-d1e82cf980bd4ecfbdcd744f2059dc5b2025-02-03T01:04:16ZengWileyJournal of Advanced Transportation2042-31952021-01-01202110.1155/2021/2958647Evolutionary Dynamics of Mandatory Lane Changing for Bus ExitingRonghan Yao0Xiaojing Du1Wenyan Qi2Li Sun3School of Transportation and LogisticsSchool of Transportation and LogisticsSchool of Transportation and LogisticsSchool of Transportation and LogisticsWith the development of the connected autonomous bus, the interactions between the bus and social vehicle during the mandatory lane changing for bus exiting become more diverse and complex. This research investigates the evolutionary dynamics of behavioral decision-making for the bus and social vehicle in different scenarios. The evolutionary game model for the connected autonomous bus and social vehicle is built, as do the human-driven bus and social vehicle, and the connected autonomous bus under different penetration rates and social vehicle. The results of numerical experiments reveal that the connected autonomous bus chooses to change lanes in most instances, and the strategies of the human-driven bus show conservative tendencies. Such tendencies are weakened when the connected autonomous bus and human-driven bus are mixed. As for the social vehicle in different scenarios, the strategies that balance overall traffic safety and efficiency are promoted. This research provides some references for intelligent decision-making of lane changing in urban public transportation.http://dx.doi.org/10.1155/2021/2958647 |
| spellingShingle | Ronghan Yao Xiaojing Du Wenyan Qi Li Sun Evolutionary Dynamics of Mandatory Lane Changing for Bus Exiting Journal of Advanced Transportation |
| title | Evolutionary Dynamics of Mandatory Lane Changing for Bus Exiting |
| title_full | Evolutionary Dynamics of Mandatory Lane Changing for Bus Exiting |
| title_fullStr | Evolutionary Dynamics of Mandatory Lane Changing for Bus Exiting |
| title_full_unstemmed | Evolutionary Dynamics of Mandatory Lane Changing for Bus Exiting |
| title_short | Evolutionary Dynamics of Mandatory Lane Changing for Bus Exiting |
| title_sort | evolutionary dynamics of mandatory lane changing for bus exiting |
| url | http://dx.doi.org/10.1155/2021/2958647 |
| work_keys_str_mv | AT ronghanyao evolutionarydynamicsofmandatorylanechangingforbusexiting AT xiaojingdu evolutionarydynamicsofmandatorylanechangingforbusexiting AT wenyanqi evolutionarydynamicsofmandatorylanechangingforbusexiting AT lisun evolutionarydynamicsofmandatorylanechangingforbusexiting |