Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns
In most real-world settings, a transportation plan requires modifications during execution. A thorough evaluation of transportation planning methods thus requires testing and comparison in a dynamic environment. We give conditions on a simulation environment that follow from this requirement, and pr...
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| مؤلفون آخرون: | , |
| التنسيق: | conferenceObject |
| منشور في: |
2011
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| الموضوعات: | |
| الوصول للمادة أونلاين: | http://hdl.handle.net/10725/6902 https://doi.org/10.1109/ICNSC.2011.5874912 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://ieeexplore.ieee.org/abstract/document/5874912 |
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| _version_ | 1864513481036791808 |
|---|---|
| author | Mahr, Tamas |
| author2 | Srour, F. Jordan De Weerdt, Mathijs |
| author2_role | author author |
| author_facet | Mahr, Tamas Srour, F. Jordan De Weerdt, Mathijs |
| author_role | author |
| dc.creator.none.fl_str_mv | Mahr, Tamas Srour, F. Jordan De Weerdt, Mathijs |
| dc.date.none.fl_str_mv | 2011 2017-08-10 2018-01-16T13:40:16Z 2018-01-16T13:40:16Z |
| dc.identifier.none.fl_str_mv | 9781424495702 http://hdl.handle.net/10725/6902 https://doi.org/10.1109/ICNSC.2011.5874912 Máhr, T., Srour, F. J., & de Weerdt, M. (2011, April). Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns. In Networking, Sensing and Control (ICNSC), 2011 IEEE International Conference on (pp. 139-144). IEEE. http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://ieeexplore.ieee.org/abstract/document/5874912 |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Transportation -- Congresses Mobile communication systems -- Congresses Control theory -- Congresses Artificial intelligence -- Congresses Detectors -- Congresses Computer networks -- Congresses |
| dc.title.none.fl_str_mv | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns |
| dc.type.none.fl_str_mv | Conference Paper / Proceeding info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferenceObject |
| description | In most real-world settings, a transportation plan requires modifications during execution. A thorough evaluation of transportation planning methods thus requires testing and comparison in a dynamic environment. We give conditions on a simulation environment that follow from this requirement, and propose a multi-agent simulator meeting these conditions. In addition, we propose a new measure that captures robustness in such dynamic settings. The multi-agent simulator and the robustness measure are then used to compare three different transportation methods (two multi-agent planners and one online optimization approach) in settings with release time uncertainty and truck breakdown incidents. |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | LAURepo_c6a1177d616ed1076db4ce67f4c808ff |
| identifier_str_mv | 9781424495702 Máhr, T., Srour, F. J., & de Weerdt, M. (2011, April). Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns. In Networking, Sensing and Control (ICNSC), 2011 IEEE International Conference on (pp. 139-144). IEEE. |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/6902 |
| publishDate | 2011 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdownsMahr, TamasSrour, F. JordanDe Weerdt, MathijsTransportation -- CongressesMobile communication systems -- CongressesControl theory -- CongressesArtificial intelligence -- CongressesDetectors -- CongressesComputer networks -- CongressesIn most real-world settings, a transportation plan requires modifications during execution. A thorough evaluation of transportation planning methods thus requires testing and comparison in a dynamic environment. We give conditions on a simulation environment that follow from this requirement, and propose a multi-agent simulator meeting these conditions. In addition, we propose a new measure that captures robustness in such dynamic settings. The multi-agent simulator and the robustness measure are then used to compare three different transportation methods (two multi-agent planners and one online optimization approach) in settings with release time uncertainty and truck breakdown incidents.N/AIncludes bibliographical references.IEEE2018-01-16T13:40:16Z2018-01-16T13:40:16Z20112017-08-10Conference Paper / Proceedinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject9781424495702http://hdl.handle.net/10725/6902https://doi.org/10.1109/ICNSC.2011.5874912Máhr, T., Srour, F. J., & de Weerdt, M. (2011, April). Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns. In Networking, Sensing and Control (ICNSC), 2011 IEEE International Conference on (pp. 139-144). IEEE.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://ieeexplore.ieee.org/abstract/document/5874912eninfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/69022023-05-18T11:46:41Z |
| spellingShingle | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns Mahr, Tamas Transportation -- Congresses Mobile communication systems -- Congresses Control theory -- Congresses Artificial intelligence -- Congresses Detectors -- Congresses Computer networks -- Congresses |
| status_str | publishedVersion |
| title | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns |
| title_full | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns |
| title_fullStr | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns |
| title_full_unstemmed | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns |
| title_short | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns |
| title_sort | Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns |
| topic | Transportation -- Congresses Mobile communication systems -- Congresses Control theory -- Congresses Artificial intelligence -- Congresses Detectors -- Congresses Computer networks -- Congresses |
| url | http://hdl.handle.net/10725/6902 https://doi.org/10.1109/ICNSC.2011.5874912 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://ieeexplore.ieee.org/abstract/document/5874912 |