Agent performance in vehicle routing when the only thing certain is uncertainty
While intermodal transport has the potential to introduce efficiency to the transport network, this transport environment also suffers from a lot of uncertainty at the interface of modes. For example, trucks moving containers to and from a port terminal are often uncertain as to when exactly their c...
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| مؤلفون آخرون: | , , |
| التنسيق: | conferenceObject |
| منشور في: |
2008
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| الوصول للمادة أونلاين: | http://hdl.handle.net/10725/6903 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://repository.tudelft.nl/islandora/object/uuid:959411d0-5f02-45d6-ab30-6cfccab86bd5?collection=research |
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| _version_ | 1864513481037840384 |
|---|---|
| author | Srour, Jordan |
| author2 | Mahr, Tamas De Weerdt, Mathijs Zuidwijk, Rob |
| author2_role | author author author |
| author_facet | Srour, Jordan Mahr, Tamas De Weerdt, Mathijs Zuidwijk, Rob |
| author_role | author |
| dc.creator.none.fl_str_mv | Srour, Jordan Mahr, Tamas De Weerdt, Mathijs Zuidwijk, Rob |
| dc.date.none.fl_str_mv | 2008 2018-01-16T14:00:15Z 2018-01-16T14:00:15Z 2018-01-16 |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10725/6903 Mahr, T., De Weerdt, M. M., Srour, J., & Zuidwijk, R. (2008). Agent performance in vehicle routing when the only thing certain is uncertainty. In AAMAS 2008: Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems-AAT 2008: 5th Workshop on Agents in Traffic and Transportation, Estoril, Portugal, 12-16 May 2008. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://repository.tudelft.nl/islandora/object/uuid:959411d0-5f02-45d6-ab30-6cfccab86bd5?collection=research |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | International Foundation for Autonomous Agents and Multiagent Systems |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.title.none.fl_str_mv | Agent performance in vehicle routing when the only thing certain is uncertainty |
| dc.type.none.fl_str_mv | Conference Paper / Proceeding info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferenceObject |
| description | While intermodal transport has the potential to introduce efficiency to the transport network, this transport environment also suffers from a lot of uncertainty at the interface of modes. For example, trucks moving containers to and from a port terminal are often uncertain as to when exactly their container will be released from the ship, from the stack, or from customs. This leads to much difficulty and inefficiency in planning a profitable routing for multiple containers in one day. In this paper, we examine agent-based solutions as a mechanism to handle job arrival uncertainty in the context of a drayage case at the Port of Rotterdam. We compare our agent-based solution approach to a well known on-line optimization approach and study the comparative performance of both systems across four scenarios of varying job arrival uncertainty. We conclude that when less than 50% of all jobs are known at the start of the day then an agent-based approach performs competitively with an on-line optimization approach. |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | LAURepo_9c7e5cab181db0068d805b7efc3bb787 |
| identifier_str_mv | Mahr, T., De Weerdt, M. M., Srour, J., & Zuidwijk, R. (2008). Agent performance in vehicle routing when the only thing certain is uncertainty. In AAMAS 2008: Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems-AAT 2008: 5th Workshop on Agents in Traffic and Transportation, Estoril, Portugal, 12-16 May 2008. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/6903 |
| publishDate | 2008 |
| publisher.none.fl_str_mv | International Foundation for Autonomous Agents and Multiagent Systems |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Agent performance in vehicle routing when the only thing certain is uncertaintySrour, JordanMahr, TamasDe Weerdt, MathijsZuidwijk, RobWhile intermodal transport has the potential to introduce efficiency to the transport network, this transport environment also suffers from a lot of uncertainty at the interface of modes. For example, trucks moving containers to and from a port terminal are often uncertain as to when exactly their container will be released from the ship, from the stack, or from customs. This leads to much difficulty and inefficiency in planning a profitable routing for multiple containers in one day. In this paper, we examine agent-based solutions as a mechanism to handle job arrival uncertainty in the context of a drayage case at the Port of Rotterdam. We compare our agent-based solution approach to a well known on-line optimization approach and study the comparative performance of both systems across four scenarios of varying job arrival uncertainty. We conclude that when less than 50% of all jobs are known at the start of the day then an agent-based approach performs competitively with an on-line optimization approach.N/A673 pagesInternational Foundation for Autonomous Agents and Multiagent Systems2018-01-16T14:00:15Z2018-01-16T14:00:15Z20082018-01-16Conference Paper / Proceedinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjecthttp://hdl.handle.net/10725/6903Mahr, T., De Weerdt, M. M., Srour, J., & Zuidwijk, R. (2008). Agent performance in vehicle routing when the only thing certain is uncertainty. In AAMAS 2008: Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems-AAT 2008: 5th Workshop on Agents in Traffic and Transportation, Estoril, Portugal, 12-16 May 2008. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://repository.tudelft.nl/islandora/object/uuid:959411d0-5f02-45d6-ab30-6cfccab86bd5?collection=researcheninfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/69032021-03-19T09:10:16Z |
| spellingShingle | Agent performance in vehicle routing when the only thing certain is uncertainty Srour, Jordan |
| status_str | publishedVersion |
| title | Agent performance in vehicle routing when the only thing certain is uncertainty |
| title_full | Agent performance in vehicle routing when the only thing certain is uncertainty |
| title_fullStr | Agent performance in vehicle routing when the only thing certain is uncertainty |
| title_full_unstemmed | Agent performance in vehicle routing when the only thing certain is uncertainty |
| title_short | Agent performance in vehicle routing when the only thing certain is uncertainty |
| title_sort | Agent performance in vehicle routing when the only thing certain is uncertainty |
| url | http://hdl.handle.net/10725/6903 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://repository.tudelft.nl/islandora/object/uuid:959411d0-5f02-45d6-ab30-6cfccab86bd5?collection=research |