Optimization of Ride Sharing Systems Using Event-driven Receding Horizon Control
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arXiv
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| Hauptverfasser: | , |
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| Format: | Preprint |
| Veröffentlicht: |
2019
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| author | Chen, Rui Cassandras, Christos G. |
| author_facet | Chen, Rui Cassandras, Christos G. |
| contents | We develop an event-driven Receding Horizon Control (RHC) scheme for a Ride Sharing System (RSS) in a transportation network where vehicles are shared to pick up and drop off passengers so as to minimize a weighted sum of passenger waiting and traveling times. The RSS is modeled as a discrete event system and the event-driven nature of the controller significantly reduces the complexity of the vehicle assignment problem, thus enabling its real-time implementation. Simulation results using actual city maps and real taxi traffic data illustrate the effectiveness of the RH controller in terms of real-time implementation and performance relative to known greedy heuristics. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_1901_01919 |
| institution | arXiv |
| publishDate | 2019 |
| record_format | arxiv |
| spellingShingle | Optimization of Ride Sharing Systems Using Event-driven Receding Horizon Control Chen, Rui Cassandras, Christos G. Systems and Control We develop an event-driven Receding Horizon Control (RHC) scheme for a Ride Sharing System (RSS) in a transportation network where vehicles are shared to pick up and drop off passengers so as to minimize a weighted sum of passenger waiting and traveling times. The RSS is modeled as a discrete event system and the event-driven nature of the controller significantly reduces the complexity of the vehicle assignment problem, thus enabling its real-time implementation. Simulation results using actual city maps and real taxi traffic data illustrate the effectiveness of the RH controller in terms of real-time implementation and performance relative to known greedy heuristics. |
| title | Optimization of Ride Sharing Systems Using Event-driven Receding Horizon Control |
| topic | Systems and Control |
| url | https://arxiv.org/abs/1901.01919 |