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In light of the increasing interest to transform the fixed-route public transit (FRT) services into on-demand transit (ODT) services, there exists a strong need for a comprehensive evaluation of the effects of this shift on the users. Such…

计量经济学 · 经济学 2023-08-15 Nael Alsaleh , Bilal Farooq , Yixue Zhang , Steven Farber

In this paper, we study a variant of the dynamic ridesharing problem with a specific focus on peak hours: Given a set of drivers and rider requests, we aim to match drivers to each rider request by achieving two objectives: maximizing the…

数据库 · 计算机科学 2020-04-07 Hui Luo , Zhifeng Bao , Farhana M. Choudhury , J. Shane Culpepper

This paper considers the problem of real-time mode scheduling in linear time-varying switched systems subject to a quadratic cost functional. The execution time of hybrid control algorithms is often prohibitive for real-time applications…

最优化与控制 · 数学 2017-09-04 Anastasia Mavrommati , Jarvis A. Schultz , Todd D. Murphey

A self-driving vehicle (SDV) must be able to perceive its surroundings and predict the future behavior of other traffic participants. Existing works either perform object detection followed by trajectory forecasting of the detected objects,…

计算机视觉与模式识别 · 计算机科学 2023-08-04 Ben Agro , Quinlan Sykora , Sergio Casas , Raquel Urtasun

Single occupancy vehicles are the most attractive transportation alternative for many commuters, leading to increased traffic congestion and air pollution. Advancements in information technologies create opportunities for smart solutions…

机器学习 · 计算机科学 2023-04-10 Dimitris M. Vlachogiannis , Hua Wei , Scott Moura , Jane Macfarlane

A robust estimation of road course and traffic lanes is an essential part of environment perception for next generations of Advanced Driver Assistance Systems and development of self-driving vehicles. In this paper, a flexible method for…

机器人学 · 计算机科学 2017-06-07 Alexey Abramov , Christopher Bayer , Claudio Heller , Claudia Loy

Within a decade, almost every major auto company, along with fleet operators such as Uber, have announced plans to put autonomous vehicles on the road. At the same time, electric vehicles are quickly emerging as a next-generation technology…

人工智能 · 计算机科学 2018-12-13 Lina Al-Kanj , Juliana Nascimento , Warren B. Powell

Challenged by urbanization and increasing travel needs, existing transportation systems need new mobility paradigms. In this article, we present the emerging concept of autonomous mobility-on-demand, whereby centrally orchestrated fleets of…

系统与控制 · 电气工程与系统科学 2021-11-22 Gioele Zardini , Nicolas Lanzetti , Marco Pavone , Emilio Frazzoli

Dynamic pricing is a promising strategy to address the challenges of smart charging, as traditional time-of-use (ToU) rates and stationary pricing (SP) do not dynamically react to changes in operating conditions, reducing revenue for…

分布式、并行与集群计算 · 计算机科学 2024-08-27 Arun Kumar Kalakanti , Shrisha Rao

Single-vehicle data of freeway traffic as well as selected Floating-Car (FC) data are analyzed in great detail. Traffic states are distinguished by means of aggregated data. We propose a method for a quantitative classification of these…

统计力学 · 物理学 2007-05-23 L. Neubert , L. Santen , A. Schadschneider , M. Schreckenberg

We study the application of a recently introduced hierarchical description of traffic flow control by driver-assist vehicles to include lane changing dynamics. Lane-dependent feedback control strategies are implemented at the level of…

最优化与控制 · 数学 2020-12-22 R. Borsche , A. Klar , M. Zanella

Vehicle platooning has the potential to significantly improve traffic throughput and reduce fuel consumption and emissions and thus has attracted extensive attention recently. In this study, we propose a hybrid vehicle platoon system for…

系统与控制 · 电气工程与系统科学 2021-07-29 Yuan Zheng , Min Xu , Shining Wu , Shuaian Wang

This article presents a new optimal control-based interactive motion planning algorithm for an autonomous vehicle interacting with a human-driven vehicle. The ego vehicle solves a joint optimization problem for its motion planning involving…

系统与控制 · 电气工程与系统科学 2024-11-25 Viranjan Bhattacharyya , Ardalan Vahidi

We have found that a variety of phase transitions occurring between three traffic phases (free flow (F), synchronized flow (S), and wide moving jam (J)) determine the spatiotemporal dynamics of traffic consisting of 100% automated-driving…

物理与社会 · 物理学 2023-07-19 Boris S. Kerner

We examine special lanes used by taxis and other shared-ride services to drop-off patrons at airport and rail terminals. Vehicles are prohibited from overtaking each other within the lane. They must therefore wait in a first-in-first-out…

应用统计 · 统计学 2019-10-08 Fangyi Yang , Weihua Gu , Michael Cassidy , Xin Li , Tiezhu Li

In this article, we present a long-duration autonomy approach for the control of connected and automated vehicles (CAVs) operating in a transportation network. In particular, we focus on the performance of CAVs at traffic bottlenecks,…

系统与控制 · 电气工程与系统科学 2025-10-10 Logan E. Beaver

We study the dynamic pricing of discrete goods over a finite selling horizon. One way to capture both the elastic and stochastic reaction of purchases to price is through a model where sellers control the intensity of a counting process,…

最优化与控制 · 数学 2026-01-23 Burak Aydin , Emre Parmaksiz , Ronnie Sircar

Automated vehicles (AV) have the potential to provide cost-effective mobility options along with overall system-level benefits in terms of congestion and vehicular emissions. Additional resource allocation at the network level, such as…

最优化与控制 · 数学 2021-03-30 Shantanu Chakraborty , David Rey , Michael W. Levin , S. Travis Waller

While dynamic ridesharing has been extensively studied, there remains a significant research gap in exploring role flexibility within the many-to-many ridesharing scheme, where the system allows for several pickups for drivers and multiple…

最优化与控制 · 数学 2025-04-08 Fatemeh Amerehi , Patrick Healy

Autonomous vehicles have the potential to increase the capacity of roads via platooning, even when human drivers and autonomous vehicles share roads. However, when users of a road network choose their routes selfishly, the resulting traffic…

最优化与控制 · 数学 2020-06-05 Erdem Bıyık , Daniel A. Lazar , Dorsa Sadigh , Ramtin Pedarsani