arXiv cs.MA· Nozomi Yamamoto, Hiroki Sakaji, Itsuki Noda·· 11 小时前AI 评分18
按需拼车服务中付费会员优先派单机制的评估
Evaluating Priority Dispatch for Premium Membership in On-demand Taxi-sharing
AI 导读
研究用顺序最优插入法分析按需拼车服务引入付费会员的派单可行性，提出两种优先机制：为付费用户缩短截止时间，以及缩短截止时间并配备专属付费车辆。基于 SUMO 的仿真在稳定均匀需求、含高峰的时变需求、城市集中高峰三种场景下与基线派单对比，结果显示合适的优先机制取决于运营条件和付费用户比例，按条件切换机制可在提供会员权益的同时减轻非付费用户负担。
正文
Abstract:In this paper, we analyze the dispatch-level feasibility of introducing premium membership into an on-demand taxi-sharing service using a sequential optimal insertion method. We propose two dispatch-level methods: deadline shortening for premium users, and deadline shortening with dedicated premium vehicles. We compare them with a baseline dispatch method through SUMO-based simulations under three demand scenarios: steady uniform demand, time-varying demand with a peak period, and urban-focused demand with concentrated peak traffic. Our results show that the suitable priority mechanism depends on operating conditions and premium ratio, suggesting that condition-dependent method switching may provide premium benefits while keeping non-premium-user burden smaller for overall optimization.
| Subjects: | Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI) |
| Cite as: | arXiv:2610.37011 [cs.MA] |
| (or arXiv:2610.37011v1 [cs.MA] for this version) | |
| https://doi.org/10.48550/arXiv.2610.37011 arXiv-issued DOI via DataCite (pending registration) |
|
| Related DOI: | https://doi.org/10.1007/978-3-032-41794-7_30
DOI(s) linking to related resources |
Submission history
From: Hiroki Sakaji [view email]
[v1]
Tue, 27 Oct 2026 10:52:40 UTC (1,946 KB)
来源：arXiv cs.MA · arxiv.org