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While conventional shared demand-responsive transportation (SDRT) systems mostly operate on a door-to-door policy, the usage of meeting points for the pick-up and drop-off of user groups can offer several advantages, like fewer stops and…

Optimizing car sharing systems under demand uncertainty is an emerging problem for ensuring profitable and sustainable operations of these services while taking into account quality of service concerns. With the increasing adoption of…

最优化与控制 · 数学 2023-07-18 Sinan Emre Kosunda , Beste Basciftci , Esra Koca

This paper presents a queueing network approach to the analysis and control of mobility-on-demand (MoD) systems for urban personal transportation. A MoD system consists of a fleet of vehicles providing one-way car sharing service and a team…

性能 · 计算机科学 2014-09-30 Rick Zhang , Marco Pavone

Due to the stochastic nature of departure operations, working at full capacity makes major US airports very sensitive to uncertainties. Consequently, airport ground operations face critically congested taxiways and long runway queues. In…

其他计算机科学 · 计算机科学 2008-07-08 Pierrick Burgain , Eric Feron , John-Paul Clarke

Reorganizing bus frequency to cater for the actual travel demand can save the cost of the public transport system significantly. Many, if not all, existing studies formulate this as a bus frequency optimization problem which tries to…

社会与信息网络 · 计算机科学 2020-09-30 Songsong Mo , Zhifeng Bao , Baihua Zheng , Zhiyong Peng

We formalize one aspect of reliability in the context of Mobility-on-Demand (MoD) systems by acknowledging the uncertainty in the pick-up time of these services. This study answers two key questions: i) how the difference between the stated…

综合经济学 · 经济学 2019-04-18 Prateek Bansal , Yang Liu , Ricardo Daziano , Samitha Samaranayake

In ride-hailing systems, en-route time refers to the time that elapses from the moment a car is dispatched to pick up a rider until the rider is picked up. A fundamental phenomenon in ride-hailing systems is that there is a trade-off…

最优化与控制 · 数学 2021-11-24 Anton J. Kleywegt , Hongzhang Shao

Ride-sourcing services offered by companies like Uber and Didi have grown rapidly in the last decade. Understanding the demand for these services is essential for planning and managing modern transportation systems. Existing studies develop…

计量经济学 · 经济学 2022-12-06 Rico Krueger , Michel Bierlaire , Prateek Bansal

Ride-hailing is rapidly changing urban and personal transportation. Ride sharing or pooling is important to mitigate negative externalities of ride-hailing such as increased congestion and environmental impacts. However, there lacks…

机器学习 · 计算机科学 2022-02-23 Morteza Taiebat , Elham Amini , Ming Xu

Ride-sourcing platforms often face imbalances in the demand and supply of rides across areas in their operating road-networks. As such, dynamic pricing methods have been used to mediate these demand asymmetries through surge price…

数据结构与算法 · 计算机科学 2021-06-29 Renos Karamanis , Eleftherios Anastasiadis , Marc Stettler , Panagiotis Angeloudis

Carpooling, or sharing a ride with other passengers, holds immense potential for urban transportation. Ridesharing platforms enable such sharing of rides using real-time data. Finding ride matches in real-time at urban scale is a difficult…

数据结构与算法 · 计算机科学 2020-02-20 Chinmoy Dutta

This paper proposes a set of technological solutions to transform existing transport systems into more intelligent, interactive systems by utilizing optimization and control methods that can be implemented in the near future. This will…

系统与控制 · 电气工程与系统科学 2023-01-31 Yi Zhang

Ridepooling combines trips of multiple passengers in the same vehicle and may thereby provide a more sustainable option than transport by private cars. The efficiency and sustainability of ridepooling is typically quantified by key…

物理与社会 · 物理学 2023-06-12 Charlotte Lotze , Philip Marszal , Felix Jung , Debsankha Manik , Marc Timme , Malte Schröder

The success of modern ride-sharing platforms crucially depends on the profit of the ride-sharing fleet operating companies, and how efficiently the resources are managed. Further, ride-sharing allows sharing costs and, hence, reduces the…

神经与进化计算 · 计算机科学 2020-05-20 Abubakr Alabbasi , Arnob Ghosh , Vaneet Aggarwal

Advances in artificial intelligence (AI) including foundation models (FMs), are increasingly transforming human society, with smart city driving the evolution of urban living.Meanwhile, vehicle crowdsensing (VCS) has emerged as a key…

机器学习 · 计算机科学 2025-02-10 Bokeng Zheng , Bo Rao , Tianxiang Zhu , Chee Wei Tan , Jingpu Duan , Zhi Zhou , Xu Chen , Xiaoxi Zhang

The growth in online goods delivery is causing a dramatic surge in urban vehicle traffic from last-mile deliveries. On the other hand, ride-sharing has been on the rise with the success of ride-sharing platforms and increased research on…

人工智能 · 计算机科学 2020-09-22 Kaushik Manchella , Abhishek K. Umrawal , Vaneet Aggarwal

The emergence of ride-sourcing platforms has brought an innovative alternative in transportation, radically changed travel behaviors, and suggested new directions for transportation planners and operators. This paper provides an exploratory…

系统与控制 · 电气工程与系统科学 2020-11-17 Simon Oh , Daniel Kondor , Ravi Seshadri , Meng Zhou , Diem-Trinh Le , Moshe Ben-Akiva

Motivated by ride-sharing platforms' efforts to reduce their riders' wait times for a vehicle, this paper introduces a novel problem of placing vehicles to fulfill real-time pickup requests in a spatially and temporally changing…

人工智能 · 计算机科学 2017-12-05 Abhinav Jauhri , Carlee Joe-Wong , John Paul Shen

The advances in information and communication technology are changing theway people move. Companies that offer demand-responsive transportation serviceshave the opportunity to reduce their costs and increase their revenues…

最优化与控制 · 数学 2021-05-12 Enrico Angelelli , Valentina Morandi , Maria Grazia Speranza

Traditional round-trip car rental systems mandate users to return vehicles to their point of origin, limiting the system adaptability to meet diverse mobility demands. This constraint often leads to fleet under-utilization and incurs high…

系统与控制 · 电气工程与系统科学 2024-07-12 Avalpreet Singh Brar , Rong Su , Gioele Zardini , Jaskaranveer Kaur
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