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We study the problem of computing all Pareto-optimal journeys in a public transit network regarding the two criteria of arrival time and number of transfers taken. We take a novel approach, focusing on trips and transfers between them,…

数据结构与算法 · 计算机科学 2016-07-06 Sascha Witt

Over the past decade, ride-sharing services have become increasingly important, with U.S. market leaders such as Uber and Lyft expanding to over 900 cities worldwide and facilitating billions of rides annually. This rise reflects their…

计算机科学与博弈论 · 计算机科学 2024-08-09 Jay Mulay , Diptangshu Sen , Juba Ziani

The technology-enabled ride-pooling (RP) is designed as an on-demand feeder service to connect remote areas to transit terminals (or activity centers). We propose the so-called ``hold-dispatch'' operation strategy, which imposes a target…

物理与社会 · 物理学 2024-05-22 Wenbo Fan , Weihua Gu , Meng Xu

For drivers in ride-hailing companies, allocation within the city is paramount to get matched with rides. This decision depends on many factors, where some of them (such as demand and allocation of others) are unknown for the drivers, but…

最优化与控制 · 数学 2023-10-12 Gianfranco Liberona , David Salas , Léonard von Niederhäusern

Ride-hailing services enjoy a large popularity in the sector of individualized mobility. Due to broad availability, ease of use, and competitive pricing strategies, these services have established themselves throughout the last decades.…

系统与控制 · 电气工程与系统科学 2024-04-12 Karl Schrab , Moritz Schweppenhäuser , Robert Protzmann , Kay Massow , Ilja Radusch

As ride-hailing services become increasingly popular, being able to accurately predict demand for such services can help operators efficiently allocate drivers to customers, and reduce idle time, improve congestion, and enhance the…

机器学习 · 计算机科学 2022-12-19 Long Chen , Piyushimita , Thakuriah , Konstantinos Ampountolas

This paper studies the effects of economies of density in transportation markets, focusing on ridesharing. Our theoretical model predicts that (i) economies of density skew the supply of drivers away from less dense regions, (ii) the skew…

综合经济学 · 经济学 2021-08-16 Soheil Ghili , Vineet Kumar

In multi-capacity ridesharing, multiple requests (e.g., customers, food items, parcels) with different origin and destination pairs travel in one resource. In recent years, online multi-capacity ridesharing services (i.e., where assignments…

人工智能 · 计算机科学 2020-09-18 Meghna Lowalekar , Pradeep Varakantham , Patrick Jaillet

Ride-hailing platforms have a profound impact on urban transportation systems, and their performance largely depends on how intelligently they dispatch vehicles in real time. In this work, we develop a new approach to online vehicle…

系统与控制 · 电气工程与系统科学 2025-12-23 Ruiting Wang , Jiaman Wu , Fabio Paparella , Scott J. Moura , Marta C. Gonzalez

Public-transit systems face a number of operational challenges: (a) changing ridership patterns requiring optimization of fixed line services, (b) optimizing vehicle-to-trip assignments to reduce maintenance and operation codes, and (c)…

系统与控制 · 电气工程与系统科学 2021-07-02 Ruixiao Sun , Rongze Gui , Himanshu Neema , Yuche Chen , Juliette Ugirumurera , Joseph Severino , Philip Pugliese , Aron Laszka , Abhishek Dubey

Ride-sharing is a modern urban-mobility paradigm with tremendous potential in reducing congestion and pollution. Demand-aware design is a promising avenue for addressing a critical challenge in ride-sharing systems, namely joint…

系统与控制 · 电气工程与系统科学 2025-10-20 Qiulin Lin , Wenjie Xu , Minghua Chen , Xiaojun Lin

Ridesharing can save energy, reduce pollution, and alleviate congestion. Ridesharing systems allow peer-to-peer ride matching through mobile-phone applications. In many systems people have little information about the driver and co-riders.…

社会与信息网络 · 计算机科学 2017-07-17 Yang Zhou , Yan Huang , Joseph McGlynn , Alexander Han

By adapting bus routes to users' requests, Demand-Responsive Transit (DRT) can serve low-demand areas more efficiently than conventional fixed-line buses. However, a main barrier to its adoption of DRT is its unpredictability, i.e., it is…

物理与社会 · 物理学 2024-11-20 Pierfrancesco Leonardi , Vincenza Torrisi , Andrea Araldo , Matteo Ignaccolo

Locational measures of accessibility are widely used in urban and transportation planning to understand the impact of the transportation system on influencing people's access to places. However, there is a considerable lack of measurement…

计量经济学 · 经济学 2024-04-09 Rajat Verma , Mithun Debnath , Shagun Mittal , Satish V. Ukkusuri

In this paper, a new methodology, journey-based equity analysis, is presented for measuring the equity of transit convenience between income groups. Two data sources are combined in the proposed transit equity analysis: on-board ridership…

应用统计 · 统计学 2024-08-06 Daniela Shuman , Xiaotong Guo , Nicholas S. Caros

This study investigates the impact of transit service attributes, focusing on service frequency and on-time performance (OTP), on bus ridership in Miami-Dade County. We obtained route-level ridership from automated passenger counter (APC)…

物理与社会 · 物理学 2025-11-12 Duanya Lyu , Xiang Yan

Ride sharing has important implications in terms of environmental, social and individual goals by reducing carbon footprints, fostering social interactions and economizing commuter costs. The ride sharing systems that are commonly available…

计算机与社会 · 计算机科学 2016-07-07 Shaona Ghosh , Kevin Page , David De Roure

Efficient timing in ride-matching is crucial for improving the performance of ride-hailing and ride-pooling services, as it determines the number of drivers and passengers considered in each matching process. Traditional batched matching…

机器学习 · 计算机科学 2025-03-18 Yiman Bao , Jie Gao , Jinke He , Frans A. Oliehoek , Oded Cats

Travellers sharing rides in ride-pooling systems form various kinds of networks. While the notions of the so-called shareability graphs, has been in the core of many ride-pooling algorithms, so far they have not been explicitly analysed.…

物理与社会 · 物理学 2022-06-27 Michal Bujak , Rafał Kucharski

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…

系统与控制 · 电气工程与系统科学 2024-12-20 Rui Chen , Christos G. Cassandras