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Multi-Fleet Platoon Matching: A Game-Theoretic Approach

Alexander Johansson, Ehsan Nekouei, Karl Henrik Johansson, Jonas Mårtensson

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

Abstract

We consider the platoon matching problem for a set of trucks with the same origin, but different destinations. It is assumed that the vehicles benefit from traveling in a platoon for instance through reduced fuel consumption. The vehicles belong to different fleet owners and their strategic interaction is modeled as a non-cooperative game where the vehicle actions are their departure times. Each truck has a preferred departure time and its utility function is defined as the difference between its benefit from platooning and the cost of deviating from its preferred departure time. We show that the platoon matching game is an exact potential game. An algorithm based on best response dynamics is proposed for finding a Nash equilibrium of the game. At a Nash equilibrium, vehicles with the same departure time are matched to form a platoon. Finally, the total fuel reduction at the Nash equilibrium is studied and compared with that of a cooperative matching solution where a common utility function for all vehicles is optimized.
Original languageEnglish
Title of host publication2018 IEEE Intelligent Transportation Systems Conference, ITSC '18
PublisherIEEE
Pages2980-2985
ISBN (Print)9781728103235, 9781728103211
DOIs
Publication statusPublished - Nov 2018
Externally publishedYes
Event21st IEEE International Conference on Intelligent Transportation Systems (ITSC 2018) - Maui, United States
Duration: 4 Nov 20187 Nov 2018
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8569487 (Link to IEEE Program book)

Publication series

NameIEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Volume2018-November
ISSN (Electronic)2153-0017

Conference

Conference21st IEEE International Conference on Intelligent Transportation Systems (ITSC 2018)
Abbreviated titleIEEE ITSC '18
PlaceUnited States
CityMaui
Period4/11/187/11/18
Internet address

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