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 language | English |
|---|---|
| Title of host publication | 2018 IEEE Intelligent Transportation Systems Conference, ITSC '18 |
| Publisher | IEEE |
| Pages | 2980-2985 |
| ISBN (Print) | 9781728103235, 9781728103211 |
| DOIs | |
| Publication status | Published - Nov 2018 |
| Externally published | Yes |
| Event | 21st IEEE International Conference on Intelligent Transportation Systems (ITSC 2018) - Maui, United States Duration: 4 Nov 2018 → 7 Nov 2018 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8569487 (Link to IEEE Program book) |
Publication series
| Name | IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC |
|---|---|
| Volume | 2018-November |
| ISSN (Electronic) | 2153-0017 |
Conference
| Conference | 21st IEEE International Conference on Intelligent Transportation Systems (ITSC 2018) |
|---|---|
| Abbreviated title | IEEE ITSC '18 |
| Place | United States |
| City | Maui |
| Period | 4/11/18 → 7/11/18 |
| Internet address |
|
Fingerprint
Dive into the research topics of 'Multi-Fleet Platoon Matching: A Game-Theoretic Approach'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver