题名: |
Ridesharing on Timetabled Transport Services: A Multiagent Planning Approach |
其他题名: |
Berbeglia,G.,Cordeau,J.F.,&Laporte,G.(2010).Dynamic pickup and delivery problems.European Journal of Operational Research,202(1),8–15. |
正文语种: |
英文 |
作者: |
JAN HRNCIR |
关键词: |
Journey Planning, Multiagent Planning, Multimodal Transport, Public Transport, Ridesharing |
摘要: |
Ridesharing, that is, the problem of finding parts of routes that can be shared by several travelers with different points of departure and destinations, is a complex, multiagent decision-making problem. The problem has been widely studied but only for the case of ridesharing using freely moving vehicles not bound to fixed routes and/or schedules—ridesharing on timetabled public transport services has not been previously considered. In this article, we address this problem and propose a solution employing strategic multiagent planning that guarantees that for any shared journey plan found, each individual is better off taking the shared ride rather than traveling alone, thus providing a clear incentive to participate in it. We evaluate the proposed solution on real-world scenarios in terms of the algorithm's scalability and the ability to address the inherent trade-off between cost savings and the prolongation of journey duration. The results show that under a wide range of circumstances our algorithm finds attractive shared journey plans. In addition to serving as a basis for traveler-oriented ridesharing service, our system allows stakeholders to determine appropriate pricing policies to incentivize group travel and to predict the effects of potential service changes. |
出版年: |
2015 |
论文唯一标识: |
J-96Y2015V19N01008 |
doi: |
10.1080/15472450.2014.941759 |
期刊名称: |
Journal of Intelligent Transportation Systems Technology Planning and Operations |
拼音刊名(出版物代码): |
J-96 |
卷: |
19 |
期: |
01 |
页码: |
89-105 |