Mobility-On-Demand Transportation: A System for Microtransit and Paratransit Operations
Mobility-On-Demand Transportation: A System for Microtransit and Paratransit Operations
复制标题
按需出行交通：微型交通和辅助交通运营系统
DOI：
10.1145/3576841.3589625
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发表时间：
2023
期刊：
影响因子：
--
通讯作者：
Dubey, Abhishek
中科院分区：
文献类型：
--
作者：
Wilbur, Michael;Coursey, Maxime;Koirala, Pravesh;Al-Quran, Zakariyya;Pugliese, Philip;Dubey, Abhishek
近年来，新的拼车和共享出行服务改变了城市交通。因此，交通运输机构正在寻找适应这种快速变化的环境的方法。在这个领域，拼车有可能提高效率，降低成本，允许用户共享大容量车辆和货车。大多数公共交通机构已经在运营各种拼车服务，包括微型公共交通和辅助公共交通。但是，执行这些服务的目标和限制在各机构之间差别很大。这带来了多重挑战。首先，现成的拼车方案必须适应现实世界的条件和限制。其次，缺乏模块化和可重用软件使得在现实环境中实施和评估新的拼车算法和方法变得困难。因此，我们提出了一种针对微公交和辅助公交服务的按需调度软件。这款软件针对的是那些希望在日常运营中融入最先进的拼车和拼车算法的交通机构。我们为调度员提供管理软件，为司机和用户提供移动应用程序。最后，我们讨论了将最先进的方法应用于实际操作中的挑战。
New rideshare and shared-mobility services have transformed urban mobility in recent years. Therefore, transit agencies are looking for ways to adapt to this rapidly changing environment. In this space, ridepooling has the potential to improve efficiency and reduce costs by allowing users to share rides in high-capacity vehicles and vans. Most transit agencies already operate various ridepooling services including microtransit and paratransit. However, the objectives and constraints for implementing these services vary greatly between agencies. This brings multiple challenges. First, off-the-shelf ridepooling formulations must be adapted for real-world conditions and constraints. Second, the lack of modular and reusable software makes it hard to implement and evaluate new ridepooling algorithms and approaches in real-world settings. Therefore, we propose an on-demand transportation scheduling software for microtransit and paratransit services. This software is aimed at transit agencies looking to incorporate state-of-the-art rideshare and ridepooling algorithms in their everyday operations. We provide management software for dispatchers and mobile applications for drivers and users. Lastly, we discuss the challenges in adapting state-of-the-art methods to real-world operations.
DOI：
10.48550/arxiv.2203.15127
发表时间：
2022-03
期刊：
2022 ACM/IEEE 13th International Conference on Cyber-Physical Systems (ICCPS)
影响因子：
--
作者：
Michael Wilbur;S. U. Kadir;Youngseo Kim;Geoffrey Pettet;Ayan Mukhopadhyay;Philip Pugliese;Samitha Samaranaya
通讯作者：
Michael Wilbur;S. U. Kadir;Youngseo Kim;Geoffrey Pettet;Ayan Mukhopadhyay;Philip Pugliese;Samitha Samaranaya
按需通过动态跳动车辆分配的按需高容量骑行共享。
DOI：
10.1073/pnas.1611675114
发表时间：
2017-01-17
影响因子：
11.1
作者：
Alonso-Mora J;Samaranayake S;Wallar A;Frazzoli E;Rus D
通讯作者：
Rus D